Search results for : 820 matches found.

Refereed full papers (journals, book chapters, international conferences)

2025

Caitlin S. Decina, Nicole M. Warrington, Robin N. Beaumont, Beilei Bian, Caroline Brito Nunes, Geng Wang, William L. Lowe, David Squire, Damjan Vukcevic, Stephen Leslie, Rachel M. Freathy and David M. Evans, Examining the association between fetal HLA-C, maternal KIR haplotypes and birth weight, medRxiv, 2025. (preprint)

Piper O'Keeffe, Yasmin Nouri, Hui Shi Saw, Zachery Moore, Tracey M. Baldwin, Sam W. Z. Olechnowicz, Jafar S. Jabbari, David McG. Squire, Stephen Leslie, Changqing Wang, Yupei You, Matthew E. Ritchie, Ryan S. Cross, Misty R. Jenkins, Cindy Audiger, Shalin H. Naik, James R. Whittle, Saskia Freytag, Sarah A. Best, Peter F. Hickey, Daniela Amann-Zalcenstein, Rory Bowden and Daniel V. Brown, TIRE-seq simplifies transcriptomics via integrated RNA capture and library preparation, Scientific Reports, 15, 1, p. 15385, May 2025.

2021

Richard Ahn, Damjan Vukcevic, Allan Motyer, Joanne Nititham, David McG. Squire, Jill A. Hollenbach, Paul J. Norman, Eva Ellinghaus, Rajan P. Nair, Lam C. Tsoi, Jorge Oksenberg, John Foerster, Wolfgang Lieb, Stephan Weidinger, Andre Franke, James T. Elder, Eric Jorgenson, Stephen Leslie and Wilson Liao, Large-Scale Imputation of KIR Copy Number and HLA Alleles in North American and European Psoriasis Case-Control Cohorts Reveals Association of Inhibitory KIR2DL2 with Psoriasis, Frontiers in Immunology, 12, 684326, p. 1798, 2021.

2020

David McG. Squire, Allan Motyer, Richard Ahn, Joanne Nititham, Zhi-Ming Huang, Jorge R. Oksenberg, John Foerster, Wilson Liao and Stephen Leslie, MHC*IMP - Imputation of Alleles for Genes in the Major Histocompatibility Complex, bioRxiv, 2020. (preprint)

2015

Tomas Zahora, Dmitri Nikulin, Constant J. Mews and David Squire, Deconstructing Bricolage: Interactive Online Analysis of Compiled Texts with Factotum, Digital Humanities Quarterly, 9, 1, 2015.

2014

Nabeel Mohammed and David McG. Squire, An evaluation of sparseness as a criterion for selecting independent component filters, when applied to texture retrieval, In Proceedings of the International Conference on Digital Image Computing: Techniques and Applications (DICTA 2014), Wollongong, Australia, November 25-27 2014.

2013

Nabeel Mohammed and David McG. Squire, Efficient and Accurate Independent Component Filter-based Features for Texture Similarity, In Proceedings of the 20th IEEE International Conference on Image Processing (ICIP), Melbourne, Australia, pp. 2887-2891, September 15-18 2013.

Nabeel Mohammed and David McG. Squire, Improved Texture Features for CBIR using Response Scaling and Locally Normalised Convolution, In Proceedings of the 11th International Workshop on Content-Based Multimedia Indexing, Veszprém, Hungary, pp. 143-148, June 17-19 2013.

Nabeel Mohammed and David McG. Squire, ICFSIFT: Improving collection-specific CBIR with ICF-based local features, In Proceedings of the International Conference on Digital Image Computing: Techniques and Applications (DICTA 2013), Hobart, Australia, pp. 351-358, November 26-28 2013.

Tomas Zahora, Dmitri Nikulin, Constant Mews and David Squire, Decompiling the Speculum morale. Uncovering Franciscan voices in an encyclopedia of ethics with the aid of Factotum software, In Maria José Muñoz, Patricia Cañizares and Cristina Martin eds., La compilación del saber en la edad media. La compilation du savoir au moyen age. The compilation of knowledge in the Middle Ages, No. 69 in Textes et Etudes du Moyen Âge (TEMA), pp. 557-575, Brepols Publishers, 2013. (Porto: FIDEM: Fédération Internationale des Instituts d'Etudes Médiévales, 2012)

2012

Robyn A. McNamara, Ann E. Nicholson and David McG. Squire, Improving Student Engagement in Software Engineering with Computer-supported Groupwork, In Proceedings of the 3rd Annual International Conference on Computer Science Education: Innovation & Technology and Software Engineering & Applications, Singapore, pp. 117-124, Global Science and Technology Forum, November 19-20 2012.

2011

Robyn A. McNamara and David McG. Squire, What do they want from us? Computer Science students' expectations of sessional teaching assistants, In Proceedings of the 3rd International Conference on Education and New Learning Technologies (EDULEARN'11), Barcelona, Spain, pp. 4252-4260, July 4-6 2011.

Nabeel Mohammed and David McG. Squire, Effectiveness of ICF features for collection-specific CBIR, In Proceedings of the 9th International Workshop on Adaptive Multimedia Retrieval, co-located with the 22nd International Joint Conference on Artificial Intelligence (IJCAI 2011), Barcelona, Spain, No. 7836 in Lecture Notes in Computer Science, pp. 83-95, Springer-Verlag, July 18-19 2011.

2010

Constant J. Mews, Tomas Zahora, Dmitri Nikulin and David Squire, The Speculum morale (c. 1300) and the study of textual transformations: a research project in progress, Vincent of Beauvais Newsletter, 35, pp. 5-15, 2010.

Nayyar Abbas Zaidi and David McG. Squire, SVMs and Data Dependent Distance Metric, In Proceedings of the 25th International Conference on Image and Vision Computing New Zealand, Queenstown, New Zealand, pp. 265-271, Institute of Electrical and Electronics Engineers (IEEE), November 8-9 2010.

Nayyar Abbas Zaidi and David McG. Squire, Local Adaptive SVM for Object Recognition, In Proceedings of the International Conference on Digital Image Computing: Techniques and Applications (DICTA 2010), Sydney, Australia, December 1-3 2010.

Nayyar Abbas Zaidi, David McG. Squire and David Suter, BoostML: An Adaptive Metric Learning for Nearest Neighbor Classification, In Proceedings of the 14th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Hyderabad, India, No. 6118 in Lecture Notes in Computer Science, pp. 142-149, Springer-Verlag, June 21-24 2010.

Nayyar Abbas Zaidi, David McG. Squire and David Suter, A Gradient-based Metric Learning Algorithm for k-NN Classifiers, In Proceedings of the 23rd Australasian Joint Conference on Artificial Intelligence, Adelaide, Australia, No. 6464 in Lecture Notes in Computer Science, pp. 194-203, Springer-Verlag, December 7-10 2010.

2009

Jens Kötters, Heinz Schmidt and David McG. Squire, Context Graphs - Representing Formal Concepts by Connected Subgraphs, In Proceedings of the 7th International Conference on Formal Concept Analysis, Darmstadt, Germany, No. 5548 in Lecture Notes in Computer Science, pp. 178-193, Springer-Verlag, May 21-24 2009.

2008

Michael Atiyah, Advice to a Young Mathematician, In Timothy Gowers, June Barrow-Green and Imre Leader eds., The Princeton Companion to Mathematics, 41 William Street, Princeton, New Jersey 08540, VIII.6, pp. 1000-1004, Princeton University Press, 2008.

J. Davis and I. Dhillon, Structured Metric Learning for High Dimensional Problems, In Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, pp. 195-203, 2008.

M. Fatih Demirci, Reinier H. van Leuken and Remco C. Veltkamp, Indexing through laplacian spectra, Computer Vision and Image Understanding, 110, 3, pp. 312-325, June 2008. Special issue on Similarity Matching in Computer Vision and Multimedia

Percy Liang and Michael I. Jordan, An asymptotic analysis of generative, discriminative, and pseudolikelihood estimators., In Proceedings of the 25th International Conference on Machine Learning (ICML), Helsinki, Finland, pp. 584-591, 2008.

Ying Liu, Dengsheng Zhang and Guojun Lu, Region-based image retrieval with high-level semantics using decision tree learning, Pattern Recognition, 41, 8, pp. 2554-2570, August 2008.

Tao Qin, Xu-Dong Zhang, Tie-Yan Liu, De-Sheng Wang, Wei-Ying Mai and Hong-Jiang Zhang, An active feedback framework for image retrieval, Pattern Recognition Letters, 29, 5, pp. 637-646, April 2008.

Md. Mahmudur Rahman, Bipin C. Desai and Prabir Bhattacharya, Medical image retrieval with probabilistic multi-class support vector machine classifiers and adaptive similarity fusion, Computerized Medical Imaging and Graphics, 32, 2, pp. 95-108, March 2008.

B. Sriperumbudar, O. Lang and G. Lanckriet, Metric Embedding for Kernel Classification Rules, In Proceedings of the 25th International Conference on Machine learning, pp. 1008-1015, 2008.

Yi-Ta Wu, Frank Y. Shih, Jiazheng Shi and Yih-Tyng Wu, A top-down region dividing approach for image segmentation, Pattern Recognition, 41, 6, pp. 1948-1960, June 2008.

2007

Benjamin Balas, Attentive texture similarity as a categorization task: Comparing texture synthesis models, Pattern Recognition, 2007. (in press)

Hock Chuan Chan, Empirical comparison of image retrieval color similarity methods with human judgment, Displays, 2007. (in press)

Iker Gondra and Douglas R. Heisterkamp, Content-based image retrieval with the normalized information distance, Computer Vision and Image Understanding, 2007. (in press)

Bin Li, Xiangyang Xue and Jianping Fa, A robust incremental learning framework for accurate skin region segmentation in color images, Pattern Recognition, 2007. (in press)

2006

Walter ten Brinke, David McG. Squire and John Bigelow, The Meaning of an Image in Content-Based Image Retrieval, In Thibaud Latour and Michaël Petit eds., 2nd International Workshop on Philosophical Foundations of Information Systems Engineering (PHISE 2006), in conjunction with the 18th International Conference on Advanced Information Systems Engineering (CAiSE'06), Luxembourg, pp. 710-719, June 5 2006.

Amir Globerson and Sam Roweis, Metric Learning by Collapsing Classes, In Y. Weiss, B. Schölkopf and J. Platt eds., Advances in Neural Information and Processing Systems, Cambridge, MA, USA, Vol. 18, pp. 451-458, MIT Press, 2006.

Kilian Weinberger, John Blitzer and Lawrence Saul, Distance Metric Learning for Large Margin Nearest Neighbor Classification, In Y. Weiss, B. Schölkopf and J. Platt eds., Advances in Neural Information and Processing Systems, Cambridge, MA, USA, Vol. 18, pp. 1473-1480, MIT Press, 2006.

2005

Denny and David McG. Squire, Visualization of Cluster Changes by Comparing Self-Organizing Maps, In Tu Bao Ho, David Cheung and Huan Li eds., The Ninth Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD '05), Hanoi, Vietnam, No. 3518 in Lecture Notes in Computer Science, pp. 410-419, Springer-Verlag, 18-20 May 2005.

Jacob Goldberger, Sam Roweis, Geoffrey Hinton and Ruslan Salakhutdinov, Neighborhood Component Analysis, In Lawrence K. Saul, Yair Weiss and Léon Bottou eds., Advances in Neural Information and Processing Systems, Cambridge, MA, USA, Vol. 17, pp. 513-520, MIT Press, 2005.

Wei Jiang, Guihua Er, Qionghai Dai and Jinwei Gu, Hidden annotation for image retrieval with long-term relevance feedback learning, Pattern Recognition, 2005. (in press)

Luis Patino, Fuzzy relations applied to minimize over segmentation in watershed algorithms, Pattern Recognition Letters, 26, 6, pp. 819-828, May 2005. (in press)

Dengsheng Zhang and Guojun Lu, Study and evaluation of different Fourier methods for image retrieval, Image and Vision Computing, 23, 1, pp. 33-49, January 2005.

2004

P. Androutsos, A. Kushki, K. N. Plataniotis and A. N. Venetsanopoulos, Aggregation of color and shape features for hybrid query generation in content based visual information retrieval, Signal Processing, 2004. (in press)

Sameer Antani, D. J. Lee, L. Rodney Long and George R. Thoma, Evaluation of shape similarity measurement methods for spine X-ray images, Journal of Visual Communication and Image Representation, 15, 3, pp. 285-302, September 2004.

Eva Armengol, Francesc Esteva, Lluìs Godo and Vicenç Torra, On Learning Similarity Relations in Fuzzy Case-Based Reasoning, In Transactions on Rough Sets II: Rough Sets and Fuzzy Sets, No. 3135 in Lecture Notes in Computer Science, pp. 14-32, Springer-Verlag, 2004.

Manuele Bicegoa, Vittorio Murinoa and Màrio A. T. Figueiredo, Similarity-based classification of sequences using hidden Markov models, Pattern Recognition, 2004. (in press)

Hervé Le Borgne, Anne Guérin-Dugué and Anestis Antoniadis, Representation of images for classification with independent features, Pattern Recognition Letters, 25, 2, pp. 141-154, January 2004.

Matthew R. Boutell, Jiebo Luo, Xipeng Shen and Christopher M. Brown, Learning multi-label scene classification, Pattern Recognition, 2004. (in press)

Mireille Boutin and Gregor Kemper, On reconstructing n-point configurations from the distribution of distances or areas, Advances in Applied Mathematics, 32, 4, pp. 709-735, May 2004.

Walter ten Brinke, David McG. Squire and John Bigelow, Similarity: Measurement, Ordering and Betweenness, In Mircea Gh. Negoita, Robert J. Howlett and Lakhmi C. Jain eds., Proceedings of the Eighth International Conference on Knowledge-Based Intelligent Information and Engineering Systems (KES 2004) (Part II), Wellington, New Zealand, No. 3214 in Lecture Notes in Computer Science, pp. 996-1002, September 20-24 2004.

Walter ten Brinke, David McG. Squire and John Bigelow, Supervenience in Content-Based Image Retrieval, In International Conference on Formal Ontology in Information Systems (FOIS 2004), Torino, Italy, pp. 298-304, November 4-6 2004.

Laurence Bull and David McG. Squire, XML Signature Extensibility Using Custom Transforms, In The Fifth International Conference on Web Information Systems Engineering (WISE 2004), Brisbane, Australia, No. 3306 in Lecture Notes in Computer Science, pp. 102-112, Springer-Verlag, 22-24 November 2004.

Laurence Bull, David McG. Squire and Yuliang Zheng, A Hierarchical Extraction Policy for Content Extraction Signatures, International Journal on Digital Libraries, 4, 3, pp. 208-222, 2004. (Special issue on Security)

Janko Calic, Neill Campbell, Majid Mirmehdi, Barry T. Thomas, Ron Laborde, Sarah Porter and Nishan Canagarajah, ICBR-Multimedia Management System for Intelligent Content Based Retrieval, In Proceedings of the Third International Conference on Image and Video Retrieval (CIVR 2004), Dublin, Ireland, No. 3115 in Lecture Notes in Computer Science, pp. 601-609, Springer-Verlag, July 21-23 2004.

F. Cannavale, A. Casanova, M. Fraschini and V. Savona, Content image retrieval based on topological information, Journal of Visual Languages & Computing, 15, 5, pp. 347-359, October 2004.

René Cavet, Stephan Volmer, Edda Leopold, Jörg Kindermann and Gerhard Paaß, Revealing the connoted visual code: a new approach to video classification, Computers & Graphics, 28, 3, pp. 361-369, June 2004.

Jorge E. Caviedes and James J. Cimino, Towards the development of a conceptual distance metric for the UMLS, Journal of Biomedical Informatics, 37, 2, pp. 77-85, April 2004.

Hock C. Chan and Yue Wang, Human factors in color-based image retrieval: an empirical study on size estimate accuracies, Journal of Visual Communication and Image Representation, 15, 2, pp. 113-131, June 2004.

Yeong Bin Cho, Yoon Ho Cho and Soung Hie Kim, Mining changes in customer buying behavior for collaborative recommendations, Expert Systems with Applications, 2004. (in press)

YoungSik Choi and JiSung Noh, Relevance Feedback for Content-Based Image Retrieval Using Proximal Support Vector Machine, In Antonio Laganá, Marina L. Gavrilova, Vipin Kumar, Youngsong Mun, C. J. Kenneth Tan and Osvaldo Gervasi eds., Proceedings of the International Conference on Computational Science and Its Applications (ICCSA 2004), Assisi, Italy, No. 3044 in Lecture Notes in Computer Science, pp. 942-951, Springer-Verlag, May 14-17 2004.

Paul Clough, Mark Sanderson and Henning Müller, The CLEF Cross Language Image Retrieval Track (ImageCLEF) 2004, In Proceedings of the Third International Conference on Image and Video Retrieval (CIVR 2004), Dublin, Ireland, No. 3115 in Lecture Notes in Computer Science, pp. 243-251, Springer-Verlag, July 21-23 2004.

M. Das and E. M. Riseman, FOCUS: A system for searching for multi-colored objects in a diverse image database, Computer Vision and Image Understanding (special issue on Colour for Image Indexing and Retrieval), 94, 1-3, pp. 168-192, April/June 2004.

Huawu Deng and David A. Clausi, Unsupervised image segmentation using a simple MRF model with a new implementation scheme, Pattern Recognition, 37, 12, pp. 2323-2335, December 2004.

Nicholas Diakopoulos, Irfan Essa and Ramesh Jain, Content Based Image Synthesis, In Proceedings of the Third International Conference on Image and Video Retrieval (CIVR 2004), Dublin, Ireland, No. 3115 in Lecture Notes in Computer Science, pp. 299-307, Springer-Verlag, July 21-23 2004.

John P. Eakins, Pam Briggs and Bryan Burford, Image Retrieval Interfaces: A User Perspective, In Proceedings of the Third International Conference on Image and Video Retrieval (CIVR 2004), Dublin, Ireland, No. 3115 in Lecture Notes in Computer Science, pp. 628-637, Springer-Verlag, July 21-23 2004.

Leo Egghe and Ronald Rousseau, Classical retrieval and overlap measures satisfy the requirements for rankings based on a Lorenz curve, Information Processing and Management, 2004.

Usama Fayyad, Data Mining Grand Challenges, In Proceedings of the 8th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining (PAKDD 2004), Sydney, Australia, No. 3056 in Lecture Notes in Computer Science, p. 2, Springer-Verlag, May 26-28 2004. (keynote speech)

Theo Gevers, Graham Finlayson and Raimondo Schettini, Color for Image Indexing and Retrieval, Computer Vision and Image Understanding (special issue on Colour for Image Indexing and Retrieval), 94, 1-3, pp. 1-2, April/June 2004. (Editorial Introduction)

Giorgio Giacinto and Fabio Roli, Bayesian relevance feedback for content-based image retrieval, Pattern Recognition, 37, 7, pp. 1499-1508, July 2004.

Iker Gondra, Douglas R. Heisterkamp and Jing Peng, Improving image retrieval performance by inter-query learning with one-class support vector machines, Neural Computing & Applications, 2004. (in press)

D. S. Guru, Bapu B. Kiranagi and P. Nagabhushan, Multivalued type proximity measure and concept of mutual similarity value useful for clustering symbolic patterns, Pattern Recognition Letters, 25, 10, pp. 1203-1213, July 2004.

Michael Edberg Hansen and Jens Michael Carstensen, Density-based retrieval from high-similarity image databases, Pattern Recognition, 2004. (in press)

Jonathon S. Hare and Paul H. Lewis, Salient Regions for Query by Image Content, In Proceedings of the Third International Conference on Image and Video Retrieval (CIVR 2004), Dublin, Ireland, No. 3115 in Lecture Notes in Computer Science, pp. 317-325, Springer-Verlag, July 21-23 2004.

Daniel Heesch and Stefan Rüger, Three Interfaces for Content-Based Access to Image Collections, In Proceedings of the Third International Conference on Image and Video Retrieval (CIVR 2004), Dublin, Ireland, No. 3115 in Lecture Notes in Computer Science, pp. 491-499, Springer-Verlag, July 21-23 2004.

Gunther Heidemann, Combining spatial and colour information for content based image retrieval, Computer Vision and Image Understanding (special issue on Colour for Image Indexing and Retrieval), 94, 1-3, pp. 234-270, April/June 2004.

Janne Heikkilä, Pattern matching with affine moment descriptors, Pattern Recognition, 37, 9, pp. 1825-1834, September 2004.

Karla Horsch, Maryellen L. Giger, Carl J. Vyborny and Luz A. Venta, Performance of computer-aided diagnosis in the interpretation of lesions on breast sonograph, Academic Radiology, 11, 3, pp. 272-280, March 2004.

Peter Howarth and Stefan Rüger, Evaluation of Texture Features for Content-Based Image Retrieval, In Proceedings of the Third International Conference on Image and Video Retrieval (CIVR 2004), Dublin, Ireland, No. 3115 in Lecture Notes in Computer Science, pp. 326-334, Springer-Verlag, July 21-23 2004.

Keechul Jung, Kwang In Kim and Anil K. Jain, Text information extraction in images and video: a survey, Pattern Recognition, 37, 5, pp. 977-997, May 2004.

In-Ho Kang and Gil Chang Kim, Integration of multiple evidences based on a query type for web search, Information Processing and Management, 40, 3, pp. 459-478, May 2004.

Martin H. C. Law, Mario A. T. Figueiredo and Anil K. Jain, Simultaneous Feature Selection and Clustering Using Mixture Models, IEEE Transactions on Pattern Analysis and Machine Intelligence, 26, 9, pp. 1154-01166, September 2004.

Wee Kheng Leow and Rui Li, The analysis and applications of adaptive-binning color histograms, Computer Vision and Image Understanding (special issue on Colour for Image Indexing and Retrieval), 94, 1-3, pp. 67-91, April/June 2004.

Baoxin Li, James H. Errico, Hao Pan and Ibrahim Sezan, Bridging the semantic gap in sports video retrieval and summarization, Journal of Visual Communication and Image Representation, 2004. (in press)

Topi Mäenpää and Matti Pietikäinen, Classification with color and texture: jointly or separately?, Pattern Recognition, 37, 8, pp. 1629-1640, August 2004.

Brendan McCane and Terry Caelli, Diagnostic tools for evaluating and updating hidden Markov models, Pattern Recognition, 37, 7, pp. 1325-1337, July 2004.

Vasileios Mezaris1 and Michael G. Strintzis, Object Segmentation and Ontologies for MPEG-2 Video Indexing and Retrieval, In Proceedings of the Third International Conference on Image and Video Retrieval (CIVR 2004), Dublin, Ireland, No. 3115 in Lecture Notes in Computer Science, pp. 573-581, Springer-Verlag, July 21-23 2004.

Florica Mindru, Tinne Tuytelaars, Luc Van Gool and Theo Moons, Moment invariants for recognition under changing viewpoint and illumination, Computer Vision and Image Understanding (special issue on Colour for Image Indexing and Retrieval), 94, 1-3, pp. 3-27, April/June 2004.

Rokia Missaoui, M. Sarifuddin and Jean Vaillancourt, An Effective Approach Towards Content-Based Image Retrieval, In Proceedings of the Third International Conference on Image and Video Retrieval (CIVR 2004), Dublin, Ireland, No. 3115 in Lecture Notes in Computer Science, pp. 335-343, Springer-Verlag, July 21-23 2004.

Hyeonjoon Moon, System Design and Assessment Methodology for Face Recognition Algorithms, In Proceedings of Advances in Biometric Person Authentication: the 5th Chinese Conference on Biometric Recognition, SINOBIOMETRICS 2004, Guangzhou, China, No. 3338 in Lecture Notes in Computer Science, pp. 358-369, Springer-Verlag, December 13-14 2004.

Wolfgang Müller and Andreas Henrich, Faster Exact Histogram Intersection on Large Data Collections Using Inverted VA-Files, In Proceedings of the Third International Conference on Image and Video Retrieval (CIVR 2004), Dublin, Ireland, No. 3115 in Lecture Notes in Computer Science, pp. 455-463, Springer-Verlag, July 21-23 2004.

Henning Müller, Thierry Pun and David McG. Squire, Learning from user behaviour in image retrieval: Application of market basket analysis, International Journal of Computer Vision, 56, 1-2, pp. 65-77, 2004. (Special Issue on Content-Based Image Retrieval)

Henning Müller, Antoine Rosset, Jean-Paul Vallée, François Terrier and Antoine Geissbuhler, A reference data set for the evaluation of medical image retrieval systems, Computerized Medical Imaging and Graphics, 2004. (in press)

Huzefa Neemuchwala, Alfred Hero and Paul Carson, Image matching using alpha-entropy measures and entropic graphs, Signal Processing, 2004. (in press)

Hieu T. Nguyen and Arnold Smeulders, Everything Gets Better All the Time, Apart from the Amount of Data, In Proceedings of the Third International Conference on Image and Video Retrieval (CIVR 2004), Dublin, Ireland, No. 3115 in Lecture Notes in Computer Science, pp. 33-41, Springer-Verlag, July 21-23 2004.

Marcin Novotni and Reinhard Klein, Shape retrieval using 3D Zernike descriptors, Computer-Aided Design, 36, 11, pp. 1047-1062, 2004.

Andre Oboler, David McG. Squire and Kevin B. Korb, Software Engineering for Computer Science Research - Facilitating Improved Research Outcomes, International Journal of Computer and Information Science, 5, 1, pp. 24-34, January 2004.

Sangwook Oh, Min Gyo Chung and Sanghoon Sull, Relevance Feedback Reinforced with Semantics Accumulation, In Proceedings of the Third International Conference on Image and Video Retrieval (CIVR 2004), Dublin, Ireland, No. 3115 in Lecture Notes in Computer Science, pp. 448-454, Springer-Verlag, July 21-23 2004.

David W. Paglieroni, Design considerations for image segmentation quality assessment measures, Pattern Recognition, 37, 8, pp. 1607-1617, August 2004.

Roman M. Palenichka, Rokia Missaoui and Marek B. Zaremba, Extraction of Salient Features for Image Retrieval Using Multi-scale Image Relevance Function, In Proceedings of the Third International Conference on Image and Video Retrieval (CIVR 2004), Dublin, Ireland, No. 3115 in Lecture Notes in Computer Science, pp. 428-437, Springer-Verlag, July 21-23 2004.

Hyun-Jin Park and Te-Won Lee, A Hierarchical ICA Method for Unsupervised Learning of Nonlinear Dependencies in Natural Images, In C. G. Puntonet and A. Prieto eds., Proceedings of the Fifth International Conference on Independent Component Analysis and Blind Signal Separation (ICA 2004), Granada, Spain, No. 3195 in Lecture Notes in Computer Science, pp. 1253-1261, Springer-Verlag, September 22-24 2004.

B. G. Prasad, K. K. Biswas and S. K. Gupta, Region-based image retrieval using integrated color, shape, and location index, Computer Vision and Image Understanding (special issue on Colour for Image Indexing and Retrieval), 94, 1-3, pp. 193-233, April/June 2004.

Guoping Qiu, Xia Feng and Jianzhong Fang, Compressing histogram representations for automatic colour photo categorization, Pattern Recognition, 2004. (in press)

Daniel B. Russakoff, Carlo Tomasi, Torsten Rohlfing and Calvin R. Maurer Jr., Image Similarity Using Mutual Information of Regions, In Proceedings of the Eighth European Conference on Computer Vision (ECCV 2004), Prague, Czech Republic, pp. 596-607, May 11-14 2004.

E. Di Sciascio, M. Mongiello, F. M. Donini and L. Allegretti, Retrieval by spatial similarity: an algorithm and a comparative evaluation, Pattern Recognition Letters, 2004. (in press)

Navid Serrano, Andreas E. Savakis and Jiebo Luo, Improved scene classification using efficient low-level features and semantic cues, Pattern Recognition, 2004. (in press)

Zoran Stejic, Yasufumi Takama and Kaoru Hirota, Mathematical aggregation operators in image retrieval: effect on retrieval performance and role in relevance feedback, Signal Processing, 2004. (in press)

Hong Tang, Tao Fang and Pengfei Shi, Spectral similarity measure based on fuzzy feature contrast model, Optics Communications, 238, 1-3, pp. 123-137, August 2004.

Andrea Torsello and Edwin R. Hancock, A skeletal measure of 2D shape similarity, Computer Vision and Image Understanding, 95, 1, pp. 1-29, July 2004.

Zhuowen Tu and Alan L. Yuille, Shape Matching and Recognition-Using Generative Models and Informative Features, In Proceedings of the Eighth European Conference on Computer Vision (ECCV 2004), Prague, Czech Republic, pp. 195-209, May 11-14 2004.

M. Vanrell, R. Baldrich, A. Salvatella, R. Benavente and F. Tous, Induction operators for a computational colour-texture representation, Computer Vision and Image Understanding (special issue on Colour for Image Indexing and Retrieval), 94, 1-3, pp. 92-114, April/June 2004.

Manik Varma and Andrew Zisserman, Unifying statistical texture classification frameworks, Image and Vision Computing, 22, 14, pp. 1175-1183, December 2004.

J. J. Verbeek, N. Vlassis and B. J. A. Kröse, Self-organizing mixture models, Neural Computation, 2004. (in press)

Dietrich Van der Weken, Mike Nachtegael and Etienne E. Kerre, Using similarity measures and homogeneity for the comparison of images, Image and Vision Computing, 22, 9, pp. 695-702, 2004.

Thijs Westerveld and Arjen P. de Vries, Multimedia Retrieval Using Multiple Examples, In Proceedings of the Third International Conference on Image and Video Retrieval (CIVR 2004), Dublin, Ireland, No. 3115 in Lecture Notes in Computer Science, pp. 344-352, Springer-Verlag, July 21-23 2004.

Zhitao Xiao and Zhengxin Hou, Phase based feature detector consistent with human visual system characteristics, Pattern Recognition Letters, 2004. (in press)

J. Xie and H. T. Tsui, Image segmentation based on maximum-likelihood estimation and optimum entropy-distribution (MLE-OED), Pattern Recognition Letters, 25, 10, pp. 1133-1141, July 2004.

Yaowu Xu, Eli Saber and A. Murat Tekalp, Dynamic learning from multiple examples for semantic object segmentation and search, Computer Vision and Image Understanding, 95, 3, pp. 334-353, September 2004.

Jian Yang, Zhong Jin, Jing-yu Yang, David Zhang and Alejandro F. Frangi, Essence of kernel Fisher discriminant: KPCA plus LDA, Pattern Recognition, 37, 10, pp. 2097-2100, October 2004.

Deng Yong, Shi Wenkang, Du Feng and Liu Qi, A new similarity measure of generalized fuzzy numbers and its application to pattern recognition, Pattern Recognition Letters, 25, 8, pp. 875-883, June 2004.

Hun-Woo Yoo, Han-Soo Park and Dong-Sik Jang, Expert system for color image retrieval, Expert Systems with Applications, 2004. (in press)

Dengsheng Zhang and Guojun Lu, Review of shape representation and description techniques, Pattern Recognition, 37, 1, pp. 1-19, January 2004.

Xiang Sean Zhou, Ashutosh Garg and Thomas S. Huang, A Discussion of Nonlinear Variants of Biased Discriminants for Interactive Image Retrieval, In Proceedings of the Third International Conference on Image and Video Retrieval (CIVR 2004), Dublin, Ireland, No. 3115 in Lecture Notes in Computer Science, pp. 353-364, Springer-Verlag, July 21-23 2004.

2003

Laurence Bull, David McG. Squire, Jan Newmarch and Yuliang Zheng, Grouping Verifiable Content for Selective Disclosure, In R. Safavi-Naini and J. Seberry eds., Proceedings of the Eighth Australasian Conference on Information Security and Privacy (ACISP 2003), Wollongong, Australia, No. 2727 in Lecture Notes in Computer Science, pp. 1-12, Springer-Verlag, 9-11 July 2003.

Laurence Bull, Peter Stanski and David McG. Squire, Content Extraction Signatures using XML Digital Signatures and Custom Transforms On-Demand, In Proceedings of the 12th International World Wide Web Conference (WWW2003), Budapest, Hungary, pp. 170-177, 20-24 May 2003.

Dorin Comaniciu, Peter Meer and David Tyler, Dissimilarity computation through low rank corrections, Pattern Recognition Letters, 24, 1-3, pp. 227-236, January 2003.

Lito Perez Cruz, Arkady Zaslavsky and David McG. Squire, Building a Collaborative Information Agent in a HomeBot Application, In Proceedings of Ubiquitous Mobile Information and Collaboration Systems (UMICS 2003), held in conjunction with CAiSE'03, Klagenfurt/Velden, Austria, pp. 38-46, 16-17 June 2003.

L. Egghe and C. Michel, Construction of weak and strong similarity measures for ordered sets of documents using fuzzy set techniques, Information Processing and Management, 39, 5, pp. 771-807, September 2003.

Paul Graham, Better Bayesian Filtering, In Proceedings of the 2003 Spam Conference, Cambridge, MA, USA, January 17 2003.

David B. Hitchcock, A history of the Metropolis-Hastings algorithm, The American Statistician, 57, 4, pp. 254-257, November 2003.

Gísli R. Hjaltason and Hanan Samet, Properties of embedding methods for similarity searching in metric spaces, IEEE Transactions on Pattern Analysis and Machine Intelligence, 25, 5, pp. 530-549, May 2003.

Joni-Kristian Kamarainen, Ville Kyrki, Jarmo Ilonen and Heikki Kälviäinen, Improving similarity measures of histograms using smoothing projections, Pattern Recognition Letters, 24, 12, pp. 2009-2019, August 2003.

Sanjiv Kumar, Alexander C. Loui and Martial Hebert, An observation-constrained generative approach for probabilistic classification of image regions, Image and Vision Computing, 21, 1, pp. 87-97, January 2003.

Lutz Leischner, Additive similarity measures, Discrete Applied Mathematics, 127, 2, pp. 303-318, April 2003.

Zhizhen Liang and Pengfei Shi, Similarity measures on intuitionistic fuzzy sets, Pattern Recognition Letters, 24, 15, pp. 2687-2693, November 2003.

H. B. Mitchell, On the Dengfeng-Chuntian similarity measure and its application to pattern recognition, Pattern Recognition Letters, 24, 16, pp. 3101-3104, December 2003.

Henning Müller, Wolfgang Müller, Stéphane Marchand-Maillet, David McG. Squire and Thierry Pun, A Framework for Benchmarking in CBIR, Multimedia Tools and Applications, 21, 1, pp. 55-73, September 2003. (Special Issue: Best Papers of the ACM Multimedia 2001 Workshop on Multimedia Information Retrieval)

Andre Oboler, David McG. Squire and Kevin B. Korb, Why don't we practice what we teach? Engineering Software for Computer Science Research in Academia, In Proceedings of the First International Conference on Software Engineering Research and Applications (SERA'03), San Francisco, USA, pp. 25-30, 25-27 June 2003.

George Paschos and Maria Petrou, Histogram ratio features for color texture classification, Pattern Recognition Letters, 24, 1-3, pp. 309-314, January 2003.

Philippe Schmid-Saugeon, Joël Guillod and Jean-Philippe Thiran, Towards a computer-aided diagnosis system for pigmented skin lesions, Computerized Medical Imaging and Graphics, 27, pp. 65-78, 2003.

Nicu Sebe and Michael S. Lew, Comparing salient point detectors, Pattern Recognition Letters, 24, 1-3, pp. 89-96, January 2003.

Jana Urban, Joemon M. Jose and C. J. van Rijsbergen, An Adaptive Approach Towards Content-Based Image Retrieval, In Proceedings of the Third International Workshop on Content-Based Multimedia Indexing (CBMI'03), Rennes, France, pp. 119-126, September 22-24 2003.

R. Wilson and Chang-Tsun Li, A class of discrete multiresolution random fields and its application to image segmentation, IEEE Transactions on Pattern Analysis and Machine Intelligence, 25, 1, pp. 42-56, 2003.

Eric P. Xing, Andrew Y. Ng, Michael I. Jordan and Stuart Russell, Distance Metric Learning with Application to Clustering with Side-Information, In S. Becker, S. Thrun and K. Obermayer eds., Advances in Neural Information and Processing Systems, Cambridge, MA, USA, Vol. 15, pp. 505-512, MIT Press, 2003.

Cheng-Hao Yao and Shu-Yuan Chen, Retrieval of translated, rotated and scaled color textures, Neurocomputing, 36, 4, pp. 913-929, April 2003.

Tong Zhao, Lilian H. Tang, Horace H. S. Ip and Feihu Qi, On relevance feedback and similarity measure for image retrieval with synergetic neural nets, Neurocomputing, 51, pp. 105-124, April 2003.

2002

Sameer Antania, Rangachar Kasturi and Ramesh Jain, A survey on the use of pattern recognition methods for abstraction, indexing and retrieval of images and video, Pattern Recognition, 35, 4, pp. 945-965, April 2002.

Ralph Bergmann, Experience management: Foundations, Development Methodology, and Internet-Based Applications, No. 2432 in Lecture Notes in Computer Science, Springer-Verlag, Berlin, 2002.

Abdurrahman Carkacioglu and Fatos Yarman-Vural, Learning Similarity Space, In IEEE 2002 International Conference on Image Processing (ICIP 2002), Rochester, N.Y., U.S.A., 22-25 September 2002.

Claudio Carpineto, Conceptual Structures in Modern Information Retrieval, In Uta Priss, Dan Corbett and Galia Angelova eds., Proceedings of the 10th International Conference on Conceptual Structures, (ICCS 2002), Borovets, Bulgaria, No. 2393 in Lecture Notes in Computer Science, p. 1, Springer-Verlag, July 15-19 2002.

Chad Carson, Serge Belongie, Hayit Greenspan and Jitendra Malik, Blobworld: Image Segmentation Using Expectation-Maximization and Its Application to Image Querying, IEEE Transactions on Pattern Analysis and Machine Intelligence, 24, 8, pp. 1026-1038, August 2002.

Alexandre Delteil, Catherine Faron and Rose Dieng, Building Concept Lattices by Learning Concepts from RDF Graphs Annotating Web Documents, In Uta Priss, Dan Corbett and Galia Angelova eds., Proceedings of the 10th International Conference on Conceptual Structures, (ICCS 2002), Borovets, Bulgaria, No. 2393 in Lecture Notes in Computer Science, pp. 191-204, Springer-Verlag, July 15-19 2002.

Li Dengfeng and Cheng Chuntian, New similarity measures of intuitionistic fuzzy sets and application to pattern recognitions, Pattern Recognition Letters, 23, 1-3, pp. 221-225, January 2002.

John P. Eakins, Towards intelligent image retrieval, Pattern Recognition, 35, 1, pp. 3-14, 2002.

Julien Fauqueur and Nozha Boujemaa, Image Retrieval by Regions: Coarse Segmentation and Fine Color Description, In Shi-Kuo Chang, Zen Chen and Suh-Yin Lee eds., Proceedings of the 5th International Conference on Recent Advances in Visual Information Systems (VISUAL 2002), Hsin Chu, Taiwan, No. 2314 in Lecture Notes in Computer Science, pp. 24-35, Springer-Verlag, March 11-13 2002.

J. Fournier and M. Cord, Long-term similarity learning in content-based image retrieval, In IEEE 2002 International Conference on Image Processing (ICIP 2002), Rochester, N.Y., U.S.A., 22-25 September 2002.

Lothar Hermes, Thomas Zöller and Joachim M. Buhmann, Parametric Distributional Clustering for Image Segmentation, In A. Heyden, G. Sparr, M. Nielsen and P. Johansen eds., Proceedings of the Seventh European Conference on Computer Vision (ECCV 2002), Copenhagen, Denmark, Vol. 3, No. 2352 of Lecture Notes in Computer Science, pp. 577-591, Springer, May 28-31 2002.

Junmo Kim, John W. Fisher, Anthony Yezzi, Müjdat Çetin and and Alan. S. Willsky, Nonparametric Methods for Image Segmentation using Information Theory and Curve Evolution, In Proceedings of the IEEE 2002 Conference on Image Processing (ICIP 2002), Rochester, NY, USA, September 22-25 2002.

Kyoung-Mi Lee and W. Nick Street, Incremental feature weight learning and its application to a shape-based query system, Pattern Recognition Letters, 23, 7, pp. 865-874, May 2002.

Henning Müller, Stéphane Marchand-Maillet and Thierry Pun, The Truth about Corel - Evaluation in Image Retrieval, In Proceedings of the International Conference on Image and Video Retrieval (CIVR 2002), London, UK, No. 2383 in Lecture Notes in Computer Science, pp. 38-49, Springer-Verlag, July 18-19 2002.

Munehiro Nakazato, Lubomir Manola and Thomas S. Huang, ImageGrouper: Search, Annotate and Organize Images by Groups, In Shi-Kuo Chang, Zen Chen and Suh-Yin Lee eds., Proceedings of the 5th International Conference on Recent Advances in Visual Information Systems (VISUAL 2002), Hsin Chu, Taiwan, No. 2314 in Lecture Notes in Computer Science, pp. 129-142, Springer-Verlag, March 11-13 2002.

Andrew Y. Ng and Michael I. Jordan, On Discriminative vs. Generative Classifiers: A comparison of logistic regression and naive Bayes, In Advances in Neural Information and Processing Systems, Cambridge, MA, USA, Vol. 14, MIT Press, 2002.

Patrick Pantel and Dekang Lin, Document Clustering with Committees, In Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2002), Tampere, Finland, pp. 199-206, August 11-15 2002.

Uta Priss, Associative and Formal Concepts, In Uta Priss, Dan Corbett and Galia Angelova eds., Proceedings of the 10th International Conference on Conceptual Structures, (ICCS 2002), Borovets, Bulgaria, No. 2393 in Lecture Notes in Computer Science, pp. 354-368, Springer-Verlag, July 15-19 2002.

Renato O. Stehling, Mario A. Nascimento and Alexandre X. Falcão, MiCRoM: A Metric Distance to Compare Segmented Images, In Shi-Kuo Chang, Zen Chen and Suh-Yin Lee eds., Proceedings of the 5th International Conference on Recent Advances in Visual Information Systems (VISUAL 2002), Hsin Chu, Taiwan, No. 2314 in Lecture Notes in Computer Science, pp. 12-23, Springer-Verlag, March 11-13 2002.

Gerd Stumme, Formal Concept Analysis on Its Way from Mathematics to Computer Science, In Uta Priss, Dan Corbett and Galia Angelova eds., Proceedings of the 10th International Conference on Conceptual Structures, (ICCS 2002), Borovets, Bulgaria, No. 2393 in Lecture Notes in Computer Science, pp. 2-19, Springer-Verlag, July 15-19 2002.

C. de Trazegnies, C. Urdiales, A. Bandera and F. Sandoval, Planar shape indexing and retrieval based on Hidden Markov Models, Pattern Recognition Letters, 23, 10, pp. 1143-1151, August 2002.

Stephan Volmer, Fast Approximate Nearest-Neighbor Queries in Metric Feature Spaces by Buoy Indexing, In Shi-Kuo Chang, Zen Chen and Suh-Yin Lee eds., Proceedings of the 5th International Conference on Recent Advances in Visual Information Systems (VISUAL 2002), Hsin Chu, Taiwan, No. 2314 in Lecture Notes in Computer Science, pp. 36-49, Springer-Verlag, March 11-13 2002.

Alexander Ypma and Tom Heskes, Categorization of web pages and user clustering with mixtures of hidden Markov models, In Proceedings of the International Workshop on Web Knowledge Discovery and Data mining (WEBKDD'02), Edmonton, Canada, July 17 2002.

Jiwei Zhong, Haiping Zhu, Jianming Li and Yong Yu, Conceptual Graph Matching for Semantic Search, In Uta Priss, Dan Corbett and Galia Angelova eds., Proceedings of the 10th International Conference on Conceptual Structures, (ICCS 2002), Borovets, Bulgaria, No. 2393 in Lecture Notes in Computer Science, pp. 92-107, Springer-Verlag, July 15-19 2002.

2001

Richard Adderley and Peter B. Musgrove, Data mining case study: modeling the behavior of offenders who commit serious sexual assaults, In Proceedings of the Seventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Francisco, CA, USA, August 26-29 2001.

Selim Aksoy and Robert M. Haralick, Feature normalization and likelihood-based similarity measures for image retrieval, Pattern Recognition Letters, 22, 5, pp. 563-582, April 2001.

B. De Baets, H. De Meyer and H. Naessens, A class of rational cardinality-based similarity measures, Journal of Computational and Applied Mathematics, 132, 1, pp. 51-69, July 2001.

Ziv Bar-Joseph, Ran El-Yaniv, Dani Lischinski and Mike Werman, Texture Mixing and Texture Movie Synthesis using Statistical Learning, IEEE Transactions on Visualization and Computer Graphics, 7, 2, pp. 120-135, April-June 2001.

Alexander Budanitsky and Graeme Hirst, Semantic distance in WordNet: An experimental, application-oriented evaluation of five measures, In Proceedings of the NAACL 2001 Workshop on WordNet and Other Lexical Resources: Applications, Extensions and Customizations, Carnegie Mellon University, Pittsburgh, USA, June 3-4 2001.

Paolo Carli, Vincenzo De Giorgi and Benvenuto Giannotti, Dermoscopy and Early Diagnosis of Melanoma: The Light and the Dark, Archives of Dermatology, 137, 12, December 2001. (editorial)

Adrian Corduneanu and Christopher M. Bishop, Variational Bayesian Model Selection for Mixture Distributions, In T. Richardson and T. Jaakkola eds., Proceedings of the Eighth International Conference on Artificial Intelligence and Statistics, pp. 27-34, Morgan Kaufmann, 2001.

Vincent Duquenne, Caroline Chabert, Améziane Cherfouh, Jean-Maurice Delabar, Anne-Lise Doyen and Douglas Pickering, Structuration of Phenotypes / Genotypes through Galois Lattices and Implications, In Proceedings of the 2001 International Workshop on Concept Lattice-based theory, methods and tools for Knowledge Discovery in Databases, Stanford University, CA, USA, July 30 2001.

Harald Ganster, Axel Pinz, Reinhard Röhrer, Ernst Wildling, Michael Binder and Harald Kittler, Automated Melanoma Recognition, IEEE Transactions on Medical Imaging, 20, 3, pp. 233-239, March 2001.

Hayit Greenspan, Jacob Goldberger and Lenny Ridel, A Continuous Probabilistic Framework for Image Matching, Computer Vision and Image Understanding, 84, 3, pp. 384-406, December 2001.

Australian Institute of Health, Welfare (AIHW) and Australasian Association of Cancer Registries (AACR), Cancer in Australia 1998, Cancer Series no. 17, AIHW, Canberra, Australia, October 2001.

Monika R. Henzinger, Hyperlink analysis for the Web, IEEE Internet Computing, 5, 1, pp. 45-50, 2001.

Aapo Hyvärinen, Juha Karhunen and Erkki Oja, Independent Component Analysis, John Wiley & Sons, New York, USA, 2001.

Norio Katayama and Shin'ichi Satoh, Distinctiveness-Sensitive Nearest-Neighbor Search for Efficient Similarity Retrieval of Multimedia Information, In Proceeding of the 17th International Conference on Data Engineering (ICDE 2001), pp. 493-502, 2-6 April 2001.

Russell J. Kennett, Kevin B. Korb and Ann E. Nicholson, Seabreeze Prediction Using Bayesian Networks, In Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'01), Hong Kong, pp. 148-153, 2001.

B. Moghaddam, C. Nastar and A. Pentland, A Bayesian similarity measure for deformable image matching, Image and Vision Computing, 19, 5, pp. 235-244, April 2001.

Wolfgang Müller, Stéphane Marchand-Maillet, Henning Müller, David McG. Squire and Thierry Pun, Evaluating image browsers using structured annotation, Journal of the American Society for Information Science and Technology (JASIST), 52, 11, pp. 961-968, September 2001.

Henning Müller, Wolfgang Müller, Stéphane Marchand-Maillet, Thierry Pun and David McG. Squire, Automated benchmarking in content-based image retrieval, In Proceedings of the IEEE International Conference on Multimedia and Expo (ICME2001), Tokyo, Japan, pp. 1143-1146, October 22-25 2001.

Henning Müller, Wolfgang Müller, Stéphane Marchand-Maillet, David McG. Squire and Thierry Pun, A web-based evaluation system for content-based image retrieval, In Proceedings of the 3rd International Workshop on Multimedia Information Retrieval (in conjunction with ACM Multimedia 2001), Ottawa, Canada, pp. 50-54, October 5 2001.

Henning Müller, Wolfgang Müller, David McG. Squire, Stéphane Marchand-Maillet and Thierry Pun, Performance Evaluation in Content-Based Image Retrieval: Overview and Proposals, Pattern Recognition Letters, 22, 5, pp. 593-601, 2001. (special issue on Image/Video Indexing and Retrieval)

Munehiro Nakazato and Thomas S. Huang, 3D MARS: Immersive Virtual Reality for Content-Based Image Retrieval, In Proceedings of the IEEE International Conference on Multimedia and Expo (ICME2001), Tokyo, Japan, October 22-25 2001.

Jing Peng and Bir Bhanu, Local discriminative learning for pattern recognition, Pattern Recognition, 34, 1, pp. 139-150, January 2001.

Punam K. Saha and Jayaram K. Udupa, Optimum image thresholding via class uncertainty and region homogeneity, IEEE Transactions on Pattern Analysis and Machine Intelligence, 23, 7, pp. 689-706, July 2001.

Yuan Shao and Mehmet Celenk, Higher-order spectra (HOS) invariants for shape recognition, Pattern Recognition, 34, 11, pp. 2097-2113, November 2001.

David McG. Squire, Henning Müller, Wolfgang Müller, Stéphane Marchand-Maillet and Thierry Pun, Design and Evaluation of a Content-based Image Retrieval System, In Design and Management of Multimedia Information Systems: Opportunities and Challenges, 7, pp. 125-151, Idea Group Publishing, 2001.

Kurt Thearling, Barry Becker, Dennis DeCoste, Bill Mawby, Michel Pilote and Dan Sommerfield, Visualizing Data Mining Models, In Usama M. Fayyad, Georges G. Grinstein and Andreas Wierse eds., Information Visualization in Data Mining and Knowledge Discovery, 15, pp. 205-222, Morgan Kaufmann, 2001.

Marcel Worring and Theo Gevers, Interactive Retrieval of Color Images, International Journal of Image and Graphics, 1, 3, pp. 387-414, 2001.

Jinsan Yang and Byoung-Tak Zhang, Customer Data Mining and Visualization by Generative Topographic Mapping Methods, In Simeon J. Simoff, Monique Noirhomme-Fraiture and Michael H. Böhlen eds., Proceedings of the International Workshop on Visual Data Mining (VDM@ECML/PKDD2001), Freiburg, Germany, pp. 55-66, 4 September 2001.

John Zachary and S. S. Iyengar, Information theoretic similarity measures for content based image retrieval, Journal of the American Society for Information Science and Technology (JASIST), 52, 10, pp. 856-867, 2001.

Jin Zhang and Edie M. Rasmussen, Developing a new similarity measure from two different perspectives, Information Processing and Management, 37, 2, pp. 279-294, March 2001.

Rong Zhao and William I. Grosky, Bridging the Semantic Gap in Image Retrieval, In T. K. Shih ed., Distributed Multimedia Databases: Techniques and Applications, Hershey, Pennsylvania, USA, II, pp. 14-36, Idea Group Publishing, 2001.

2000

Christopher M. Bishop and John M. Winn, Non-linear Bayesian image modelling, In Proceedings of the Sixth European Conference on Computer Vision, Dublin, pp. 3-17, 2000.

Edward Y. Chang, Beitao Li and Chen Li, Toward Perception-Based Image Retrieval, In IEEE Workshop on Content-based Access of Image and Video Libraries (CBAIVL'00), Hilton Head, South Carolina, USA, pp. 101-105, June 16 2000.

Maurizio Cibelli, Michele Nappi and Maurizio Tucci, Content-based Access in Image Database by Quantitative Relationships, Journal of Visual Languages & Computing, 11, 5, pp. 573-589, October 2000.

Carlotta Domeniconi, Dimitrios Gunopulos and Jing Peng, Adaptive Metric Nearest Neighbor Classification, In Proceedings of the 2000 IEEE Conference on Computer Vision and Pattern Recognition (CVPR2000), Hilton Head, SC, USA, IEEE Computer Society, June 13-15 2000.

Richard O. Duda, Peter E. Hart and David G. Stork, Pattern Classification, Wiley, New York, NY, USA, 2000.

Essam A. El-Kwae and Mansur R. Kabuka, Efficient content-based indexing of large image databases, ACM Transactions on Information Systems, 18, 2, April 2000.

M. V. Fidelis, H. S. Lopes and A. A. Freitas, Discovering comprehensible classification rules with a genetic algorithm, In Proceedings of the Congress on Evolutionary Computation (CEC-2000), La Jolla, CA, USA, pp. 805-810, July 2000.

Jan Flusser, On the independence of rotation moment invariants, Pattern Recognition, 33, 9, pp. 1405-1410, 2000.

Georges Hébrail, Practical data mining in a large utility company, In Jelke G. Bethlehem and Peter G. M. Van Der Heijden eds., COMPSTAT 2000 - Proceedings in Computational Statistics, 14th Symposium, Utrecht, The Netherlands, pp. 55-66, Physica Verlag, August 2000.

Lieven Lieven De Lathauwer, Bart De Moor and Joos Vandewalle, An introduction to independent component analysis, Journal of Chemometrics, 14, 3, pp. 123-149, 2000.

Henning Müller, Wolfgang Müller, Stéphane Marchand-Maillet, Thierry Pun and David McG. Squire, Strategies for positive and negative relevance feedback in image retrieval, In Proceedings of the 15th International Conference on Pattern Recognition, Barcelona, Spain, September 3-8 2000.

Wolfgang Müller, Henning Müller, Stéphane Marchand-Maillet, Thierry Pun, David McG. Squire, Zoran Pecenovic, Christoph Giess and Arjen P. de Vries, MRML: A Communication Protocol for Content-Based Image Retrieval, In Fourth International Conference On Visual Information Systems (VISual 2000), Lyon, France, No. 1929 in Lecture Notes in Computer Science, pp. 300-311, Springer-Verlag, November 2-4 2000.

Henning Müller, Wolfgang Müller, David McG. Squire, Stéphane Marchand-Maillet and Thierry Pun, Learning Feature Weights from User Behavior in Content-Based Image Retrieval, In MDM/KDD2000 Workshop on Multimedia Data Mining in conjunction with the Sixth ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, Boston, USA, August 20 2000.

Henning Müller, Wolfgang Müller, David McG. Squire, Zoran Pecenovic, Stéphane Marchand-Maillet and Thierry Pun, An Open Framework for Distributed Multimedia Retrieval, In Recherche d'Informations Assistée par Ordinateur (RIAO'2000) Computer-Assisted Information Retrieval, Paris, France, Vol. 1, pp. 701-712, April 12-14 2000.

Michael J. Pazzani, Knowledge discovery from data?, IEEE-IS, 15, 2, pp. 10-13, March/April 2000.

Judea Pearl, Causality: Models, Reasoning and Inference, Cambridge University Press, 2000.

Javier Portilla and Eero P. Simoncelli, A Parametric Texture Model based on Joint Statistics of Complex Wavelet Coefficients, International Journal of Computer Vision, 2000.

Aurora R. Pozo and Mozart Hasse, A Genetic Classifier Tool, In Proceedings of the 20th International Conference of the Chilean Computer Science Society, Santiago, Chile, pp. 14-23, 2000.

Uta Priss, Lattice-based Information Retrieval, Knowledge Organization, 27, 3, pp. 132-142, 2000.

Nicu Sebe, Michael S. Lew and Dionysius P. Huijsmans, Toward improved ranking metrics, IEEE Transactions on Pattern Analysis and Machine Intelligence, 22, 10, pp. 1132-1143, October 2000.

Arnold W. M. Smeulders, Marcel Worring, Simone Santini, Amarnath Gupta and Ramesh Jain, Content-Based Image Retrieval at the End of the Early Years, IEEE Transactions on Pattern Analysis and Machine Intelligence, 22, 12, pp. 1349-1380, December 2000.

K. A. Smith, R. J. Willis and M. Brooks, An analysis of customer retention and insurance claim patterns using data mining: a case study, Journal of the Operational Research Society, 51, 5, pp. 532-541, May 2000.

David McG. Squire and Terry M. Caelli, Invariance Signatures: Characterizing contours by their departures from invariance, Computer Vision and Image Understanding, 77, 3, pp. 284-316, March 2000.

David McG. Squire, Wolfgang Müller, Henning Müller and Thierry Pun, Content-based query of image databases: inspirations from text retrieval, Pattern Recognition Letters, 21, 13-14, pp. 1193-1198, 2000. (Special edition: invited expanded papers from SCIA'99)

Qi Tian, Ying Wu and Thomas S. Huang, Incorporate Discriminant Analysis with EM Algorithm in Image Retrieval, In Proceedings of the IEEE International Conference on Multimedia and Expo (ICME 2000), pp. 299-302, 30 July-2 August 2000.

1999

Donald A. Adjeroh, M. C. Lee and Irwin King, A Distance Measure for Video Sequences, Computer Vision and Image Understanding (special issue on content-based access for image and video libraries), 75, 1/2, pp. 25-45, July/August 1999.

Lalitha Agnithotri and Nevenka Dimitrova, Text Detection for Video Analysis, In IEEE Workshop on Content-based Access of Image and Video Libraries (CBAIVL'99), Fort Collins, Colorado, USA, pp. 109-113, June 22 1999.

Selim Aksoy and Robert M. Haralick, Graph Theoretic Clustering for Image Grouping and Retrieval, In Proceedings of the 1999 IEEE Conference on Computer Vision and Pattern Recognition (CVPR'99), Fort Collins, Colorado, USA, pp. 63-68, IEEE Computer Society, June 23-25 1999.

Dimitrios Androutsos, Kostas N. Plataniotis and Anastasios N. Venetsanopoulos, A Novel Vector-Based Approach to Color Image Retrieval Using a Vector Angular-Based Distance Measure, Computer Vision and Image Understanding (special issue on content-based access for image and video libraries), 75, 1/2, pp. 46-58, July/August 1999.

Yannis S. Avrithis, Anastasios D. Doulamis, Nikolaos D. Doulamis and Stefanos D. Kollias, A Stochastic Framework for Optimal Key Frame Extraction from MPEG Video Databases, Computer Vision and Image Understanding (special issue on content-based access for image and video libraries), 75, 1/2, pp. 3-24, July/August 1999.

Andrew P. Berman and Linda G. Shapiro, Efficient Content-Based Retrieval: Experimental Results, In IEEE Workshop on Content-based Access of Image and Video Libraries (CBAIVL'99), Fort Collins, Colorado, USA, pp. 55-61, June 22 1999.

Andrew P. Berman and Linda G. Shapiro, A Flexible Image Database System for Content-Based Retrieval, Computer Vision and Image Understanding (special issue on content-based access for image and video libraries), 75, 1/2, pp. 175-195, July/August 1999.

Kevin Beyer, Jonathan Goldstein, Raghu Ramakrishnan and Uri Shaft, When Is ``Nearest Neighbor'' Meaningful?, In C. Beeri and P. Bruneman eds., Proceeding of the 7th International Conference on Database Theory (ICDT'99), Jerusalem, Israel, No. 2432 in Lecture Notes in Computer Science, pp. 217-235, Springer-Verlag, 10-12 January 1999.

Youssef Chahir and Liming Chen, Efficient Content-Based Image Retrieval based on color homogeneous objects segmentation and their spatial relationship characterization, In IEEE International Conference on Multimedia Computing and Systems ICMCS'99, Florence, Italy, June 7-11 1999.

Dorin Comaniciu, Peter Meer, Kin Xu and David Tyler, Retrieval Performance Improvement through Low Rank Corrections, In IEEE Workshop on Content-based Access of Image and Video Libraries (CBAIVL'99), Fort Collins, Colorado, USA, pp. 50-54, June 22 1999.

Jennifer G. Dy, Carla E. Brodley, Avi Kak, Chi-Ren Shyu and Linda S. Broderick, The Customized-Queries Approach to CBIR using Using EM, In Proceedings of the 1999 IEEE Conference on Computer Vision and Pattern Recognition (CVPR'99), Fort Collins, Colorado, USA, pp. 400-406, IEEE Computer Society, June 23-25 1999.

Alexei Efros and Thomas Leung, Texture Synthesis by Non-parametric Sampling, In Proceedings of the Seventh IEEE International Conference on Computer Vision (ICCV'99), Kerkyra, Greece, September 1999.

Arthur Flexer, On the Use of Self-Organizing Maps for Clustering and Visualization, In J. Zytkow and J. Rauch eds., Proceedings of the Third European Conference on Principles of Data Mining and Knowledge Discovery (PKDD'99), Prague, Czech Republic, No. 1704 in Lecture Notes in Computer Science, pp. 80-88, Springer-Verlag, 15-18 September 1999.

Bernhard Ganter and Rudolph Wille, Formal concept analysis: mathematical foundations, Springer-Verlag, Berlin, 1999. (translated from Original German Edition: Formale Begriffsanalyse-Mathematische Grundlagen copyright Springer-Verlag 1996)

Ullas Gargi and Rangachar Kasturi, Image Database Querying Using a Multi-Scale Localized Color Representation, In IEEE Workshop on Content-based Access of Image and Video Libraries (CBAIVL'99), Fort Collins, Colorado, USA, pp. 28-32, June 22 1999.

Niels Haering and Niels da Vitoria Lobo, Features and Classification Methods to Locate Deciduous Trees in Images, Computer Vision and Image Understanding (special issue on content-based access for image and video libraries), 75, 1/2, pp. 133-149, July/August 1999.

Beniot Huet and Edwin R. Hancock, Inexact Graph Retrieval, In IEEE Workshop on Content-based Access of Image and Video Libraries (CBAIVL'99), Fort Collins, Colorado, USA, pp. 40-44, June 22 1999.

Wey-Shiuan Hwang, John J. Weng, Ming Fang and Jianzhong Qian, A Fast Image Retrieval Algorithm with Automatically Extracted Discriminant Features, In IEEE Workshop on Content-based Access of Image and Video Libraries (CBAIVL'99), Fort Collins, Colorado, USA, pp. 8-12, June 22 1999.

Qasim Iqbal and J. K. Aggarwal, Applying perceptual grouping to content-based image retrieval: Building images, In Proceedings of the 1999 IEEE Conference on Computer Vision and Pattern Recognition (CVPR'99), Fort Collins, Colorado, USA, pp. 42-48, IEEE Computer Society, June 23-25 1999.

Michael J. Jones and James M. Regh, Statistical Color Models with Application in Skin detection, In Proceedings of the 1999 IEEE Conference on Computer Vision and Pattern Recognition (CVPR'99), Fort Collins, Colorado, USA, pp. 274-280, IEEE Computer Society, June 23-25 1999.

K. V. Ravi Kanth, Divyakant Agrawal, Amr El Abbadi and Ambuj Singh, Dimensionality Reduction for Similarity Searching in Dynamic Databases, Computer Vision and Image Understanding (special issue on content-based access for image and video libraries), 75, 1/2, pp. 59-72, July/August 1999.

Trish Keaton and Rodney Goodman, A Compression Framework for Content Analysis, In IEEE Workshop on Content-based Access of Image and Video Libraries (CBAIVL'99), Fort Collins, Colorado, USA, pp. 69-73, June 22 1999.

Xiaonong Li and Boaz J. Super, Fast Shape Retrieval Using Term Frequency Vectors, In IEEE Workshop on Content-based Access of Image and Video Libraries (CBAIVL'99), Fort Collins, Colorado, USA, pp. 18-22, June 22 1999.

Ze-Nian Li, Osmar R. Zaïane and Zinovi Tauber, Illumination Invariance and Object Model in Content-Based Image and Video Retrieval, Journal of Visual Communication and Image Representation, 10, 3, pp. 219-244, September 1999.

L. Lucchese and Sanjit K. Mitra, Unsupervised Segmentation of Color Images Based on k-means Clustering in the Chromaticity Plane, In IEEE Workshop on Content-based Access of Image and Video Libraries (CBAIVL'99), Fort Collins, Colorado, USA, pp. 74-78, June 22 1999.

Jitendra Malik, Serge Belongie, Jianbo Shi and Thomas Leung, Textons, Contours and Regions: Cue Integration in Image Segmentation, In Proceedings of the Seventh IEEE International Conference on Computer Vision (ICCV'99), Kerkyra, Greece, September 1999.

M. K. Mandal, Tyseer Aboulnasr and Sethuraman Panchanathan, Fast Wavelet Histogram Techniques for Image Indexing, Computer Vision and Image Understanding (special issue on content-based access for image and video libraries), 75, 1/2, pp. 99-110, July/August 1999.

Marjo Markkula and Eero Sormunen, End-User Searching Challenges Indexing Practices in the Digital Photo Archive, Information Retrieval, 1999.

Aleix Martinez, Face Image Retrieval using HMMs, In IEEE Workshop on Content-based Access of Image and Video Libraries (CBAIVL'99), Fort Collins, Colorado, USA, pp. 35-39, June 22 1999.

Baback Moghaddam, Henning Biermann and Dimitris Margaritis, Defining Image Content with Multiple Regions of Interest, In IEEE Workshop on Content-based Access of Image and Video Libraries (CBAIVL'99), Fort Collins, Colorado, USA, pp. 89-93, June 22 1999.

Stefan Müller and Gerhard Rigoll, Improved Stochastic Modeling of Shapes for Content-Based Image Retrieval, In IEEE Workshop on Content-based Access of Image and Video Libraries (CBAIVL'99), Fort Collins, Colorado, USA, pp. 23-27, June 22 1999.

Wayne Niblack, SlideFinder: A Tool for Browsing Presentation Graphics Using Content-Based Retrieval, In IEEE Workshop on Content-based Access of Image and Video Libraries (CBAIVL'99), Fort Collins, Colorado, USA, pp. 114-118, June 22 1999.

Burak Ozer, Wayne Wolf and Ali N. Akansu, A Graph Based Object Description for Information Retrieval in Digital Image and Video Libraries, In IEEE Workshop on Content-based Access of Image and Video Libraries (CBAIVL'99), Fort Collins, Colorado, USA, pp. 79-83, June 22 1999.

E. J. Pauwels and G. Frederix, Finding Salient Regions in Images: Nonparametric Clustering for Image Segementation and Grouping, Computer Vision and Image Understanding (special issue on content-based access for image and video libraries), 75, 1/2, pp. 73-85, July/August 1999.

Janet S. Payne, Lee Hepplewhite and T. John Stonham, Evaluating content-based image retrieval techniques using perceptually based metrics, In Nasser M. Nasrabadi and Aggelos K. Katsaggelos eds., Applications of Artificial Neural Networks in Image Processing IV, Vol. 3647 of SPIE Proceedings, March 1999.

Jing Peng, Bir Bhanu and Shan Qing, Probabilistic Feature Relevance Learning for Content-Based Image Retrieval, Computer Vision and Image Understanding (special issue on content-based access for image and video libraries), 75, 1/2, pp. 150-164, July/August 1999.

Javier Portilla and Eero P. Simoncelli, Texture Modeling and Synthesis using Joint Statistics of Complex Wavelet Coefficients, In IEEE Workshop on Statistical and Computational Theories of Vision, Fort Collins, CO, USA, 22 June 1999.

A. L. Ratan, O. Maron, W. E. L. Grimson and T. Lozano-Perez, A Framework for Learning Query Concepts in Image Classification, In Proceedings of the 1999 IEEE Conference on Computer Vision and Pattern Recognition (CVPR'99), Fort Collins, Colorado, USA, pp. 423-429, IEEE Computer Society, June 23-25 1999.

Simone Santini and Ramesh Jain, Similarity Measures, IEEE Transactions on Pattern Analysis and Machine Intelligence, 21, 9, pp. 871-883, 1999.

Eric Saund, Perceptual Organization of Occluding Contours Generated by Opaque Surfaces, In Proceedings of the 1999 IEEE Conference on Computer Vision and Pattern Recognition (CVPR'99), Fort Collins, Colorado, USA, pp. 624-630, IEEE Computer Society, June 23-25 1999.

Ph. Schmid, Lesion detection in dermatoscopic images using anisotropic diffusion and morphological flooding, In IEEE International Conference on Image Processing (ICIP'99), Kobe, Japan, pp. 449-453, October 24-28 1999.

Ph. Schmid, Segmentation of digitized dermatoscopic images by 2-D colour clustering, IEEE Transactions on Medical Imaging, 18, 2, pp. 164-171, February 1999.

Stan Sclaroff, Marco La Cascia, Saratendu Sethi and Leonid Taycher, Unifying Textual and Visual Cues for Content-Based Image Retrieval on the World Wide Web, Computer Vision and Image Understanding (special issue on content-based access for image and video libraries), 75, 1/2, pp. 86-98, July/August 1999.

Matthew Seaborn, Lee Hepplewhite and John Stonham, Pissaro: Perceptual Colour and Texture Queries using Stackable Mosaics, In IEEE International Conference on Multimedia Computing and Systems ICMCS'99, Florence, Italy, June 7-11 1999.

Matthew Seaborn, Lee Hepplewhite and John Stonham, Fuzzy Colour Category Map for Content Based Image Retrieval, In Proceedings of the 10th British Machine Vision Conference (BMVC'99), Nottingham, U.K., pp. 103-112, 13-16 September 1999.

Chi-Ren Shyu, Carla E. Brodley, Avinash C. Kak, Akio Kosaka, Alex M. Aisen and Lynn S. Broderick, ASSERT: A Physician-in-the-Loop Content-Based Retrieval System for HRCT Image Databases, Computer Vision and Image Understanding (special issue on content-based access for image and video libraries), 75, 1/2, pp. 111-132, July/August 1999.

Chi-Ren Shyu, Avi Kak, Carla Brodley and Lynn S. Broderick, Testing for Human Perceptual Categories in a Physician-in-the-loop CBIR System for Medical Imagery, In IEEE Workshop on Content-based Access of Image and Video Libraries (CBAIVL'99), Fort Collins, Colorado, USA, pp. 102-108, June 22 1999.

John R. Smith and Chung-Sheng Li, Image Classification and Querying Using Composite Region Templates, Computer Vision and Image Understanding (special issue on content-based access for image and video libraries), 75, 1/2, pp. 165-174, July/August 1999.

Eero Sormunen, Marjo Markkula and Kalervo Järvelin, The Perceived Similarity of Photos - Seeking a Solid Basis for the Evaluation of Content-based Retrieval Algorithms, In Final Mira Conference, Glasgow, Electronic Workshops in Computing, The British Computer Society, 14-16 April 1999.

David McG. Squire, Henning Müller and Wolfgang Müller, Improving Response Time by Search Pruning in a Content-Based Image Retrieval System, Using Inverted File Techniques, In IEEE Workshop on Content-based Access of Image and Video Libraries (CBAIVL'99), Fort Collins, Colorado, USA, pp. 45-49, June 22 1999.

David McG. Squire, Wolfgang Müller and Henning Müller, Relevance feedback and term weighting schemes for content-based image retrieval, In Dionysius P. Huijsmans and Arnold W. M. Smeulders eds., Third International Conference On Visual Information Systems (VISUAL'99), Amsterdam, The Netherlands, No. 1614 in Lecture Notes in Computer Science, pp. 549-556, Springer-Verlag, June 2-4 1999.

David McG. Squire, Wolfgang Müller, Henning Müller and Jilali Raki, Content-based query of image databases, inspirations from text retrieval: inverted files, frequency-based weights and relevance feedback, In The 11th Scandinavian Conference on Image Analysis (SCIA'99), Kangerlussuaq, Greenland, pp. 143-149, June 7-11 1999.

Rohini Srihari, Zhongfei Zhang and Aibing Rao, Image Background Search: Combining Object Detection into Content-Based Similarity Image Retrieval (CBIR) Systems, In IEEE Workshop on Content-based Access of Image and Video Libraries (CBAIVL'99), Fort Collins, Colorado, USA, pp. 97-101, June 22 1999.

Zbigniew R. Struzik and Arno Siebes, The Haar Wavelet Transform in the Time Series Similarity Paradigm, In J. Zytkow and J. Rauch eds., Proceedings of the Third European Conference on Principles of Data Mining and Knowledge Discovery (PKDD'99), Prague, Czech Republic, No. 1704 in Lecture Notes in Computer Science, pp. 12-22, Springer-Verlag, 15-18 September 1999.

Nuno Vasconcelos and Andrew Lippman, Probabilistic Retrieval: new insights and experimental results, In IEEE Workshop on Content-based Access of Image and Video Libraries (CBAIVL'99), Fort Collins, Colorado, USA, pp. 62-66, June 22 1999.

J. Vendrig, M. Worring and A. W. M. Smeulders, Filter Image Browsing: Exploiting Interaction in Image Retrieval, In Dionysius P. Huijsmans and Arnold W. M. Smeulders eds., Third International Conference On Visual Information Systems (VISUAL'99), Amsterdam, The Netherlands, No. 1614 in Lecture Notes in Computer Science, pp. 147-154, Springer-Verlag, June 2-4 1999.

Jules Vleugels and Remco Veltkamp, Efficient Image Retrieval through Vantage Objects, In Dionysius P. Huijsmans and Arnold W. M. Smeulders eds., Third International Conference On Visual Information Systems (VISUAL'99), Amsterdam, The Netherlands, No. 1614 in Lecture Notes in Computer Science, pp. 575-584, Springer-Verlag, June 2-4 1999.

Alexandre Winter and Chahab Nastar, Differential Feature Distribution Maps for Image Segmentation and Region Queries in Image Databases, In IEEE Workshop on Content-based Access of Image and Video Libraries (CBAIVL'99), Fort Collins, Colorado, USA, pp. 9-17, June 22 1999.

Ian H. Witten and Eibe Frank, Data Mining: Practical Machine Learning Tools and Techniques with Java Implementations, Morgan Kaufmann, San Francisco, CA, USA, 1999.

Ian H. Witten, Alistair Moffat and and Timothy C. Bell, Managing Gigabytes: Compressing and Indexing Documents and Images, Morgan Kaufmann, San Francisco, 1999.

P. Wu, B. S. Manjunath, S. D. Newsam and H. D. Shin, A Novel Texture Descriptor for Image Retrieval and Browsing, In IEEE Workshop on Content-based Access of Image and Video Libraries (CBAIVL'99), Fort Collins, Colorado, USA, pp. 3-7, June 22 1999.

Yaowu Xu, Eli Saber and A. Murat Tekalp, Hierarchical Content Description and Object Formation by Learning, In IEEE Workshop on Content-based Access of Image and Video Libraries (CBAIVL'99), Fort Collins, Colorado, USA, pp. 84-88, June 22 1999.

Tak W. Yan and Hector Garcia-Molina, The SIFT information dissemination system, ACM Transactions on Database Systems, 24, 4, pp. 529-565, 1999.

Hong Heather Yu and Wayne Wolf, A Hierarchical Multiresolution Video Shot Transition Detection Scheme, Computer Vision and Image Understanding (special issue on content-based access for image and video libraries), 75, 1/2, pp. 196-213, July/August 1999.

Jin Zhang and Robert R. Korfhage, A distance and angle similarity measure method, Journal of the American Society for Information Science, 50, 9, pp. 772-778, 1999.

1998

Adil Alpkocak and Esen Ozkarahan, Similarity search in content based multimedia retrieval using Spatial Grid Files, In C.-C. Jay Kuo, Shih-Fu Chang and Sethuraman Panchanathan eds., Multimedia Storage and Archiving Systems III (VV02), Boston, Massachusetts, USA, Vol. 3527 of SPIE Proceedings, pp. 155-166, November 1998. (SPIE Symposium on Voice, Video and Data Communications)

Brian T. Bartell, Garrison W. Cottrell and Richard K. Belew, Optimizing similarity using multi-query relevance feedback, Journal of the American Society for Information Science, 49, 8, pp. 742-761, 1998.

Serge Belongie, Chad Carson, Hayit Greenspan and Jitendra Malik, Color- and Texture-based Image Segmentation Using EM and Its Application to Content-Based Image Retrieval, In Proceedings of the International Conference on Computer Vision (ICCV'98), Bombay, India, January 1998.

Marco La Cascia, Saratendu Sethi and Stan Sclaroff, Combining Textual and Visual Cues for Content-based Image Retrieval on the World Wide Web, In IEEE Workshop on Content-based Access of Image and Video Libraries (CBAIVL'98), Santa Barbara, CA, USA, June 21 1998.

Edward Chang, James Ze Wang, Chen Li and Gio Wiederhold, RIME: A Replicated Image Detector for the World-Wide Web, In C.-C. Jay Kuo, Shih-Fu Chang and Sethuraman Panchanathan eds., Multimedia Storage and Archiving Systems III (VV02), Boston, Massachusetts, USA, Vol. 3527 of SPIE Proceedings, pp. 59-67, November 1998. (SPIE Symposium on Voice, Video and Data Communications)

Miao Chunyan and Michael Junke Hu, Querying and Navigating of Multimedia Objects, In C.-C. Jay Kuo, Shih-Fu Chang and Sethuraman Panchanathan eds., Multimedia Storage and Archiving Systems III (VV02), Boston, Massachusetts, USA, Vol. 3527 of SPIE Proceedings, pp. 386-397, November 1998. (SPIE Symposium on Voice, Video and Data Communications)

Dorin Comaniciu, Peter Meer, David Foran and Attila Medl, Bimodal System for Interactive Indexing and Retrieval of Pathology Images, In Proceedings of the Fourth IEEE Workshop on Applications of Computer Vision (WACV'98), Princeton, NJ, USA, pp. 76-81, October 1998.

Jacopo M. Corridoni, Alberto Del Bimbo and Enrico Vicario, Image retrieval by color semantics with incomplete knowledge, Journal of the American Society for Information Science, 49, 3, pp. 267-282, 1998.

F. Coudert, J. Benois-Pineau and D. Barba, Dominant motion estimation and video partitioning with a 1D signal approach, In C.-C. Jay Kuo, Shih-Fu Chang and Sethuraman Panchanathan eds., Multimedia Storage and Archiving Systems III (VV02), Boston, Massachusetts, USA, Vol. 3527 of SPIE Proceedings, pp. 283-294, November 1998. (SPIE Symposium on Voice, Video and Data Communications)

Ingemar J. Cox, Matthew L. Miller, Thomas P. Minka and Peter N. Yianilos, An Optimized Interaction Strategy for Bayesian Relevance Feedback, In Proceedings of the 1998 IEEE Conference on Computer Vision and Pattern Recognition (CVPR'98), Santa Barbara, California, USA, pp. 553-558, June 1998.

Madirakshi Das, R. Manmatha and Edward M. Riseman, Indexing Flowers by Color Names using Domain Knowledge-driven Segmentation, In Proceedings of the Fourth IEEE Workshop on Applications of Computer Vision (WACV'98), Princeton, NJ, USA, pp. 94-99, October 1998.

Jeremy S. De Bonet and Paul Viola, Structure Driven Image Database Retrieval, In Michael I. Jordan, Michael J. Kearns and Sara A. Solla eds., Advances in Neural Information Processing Systems, Vol. 10, MIT Press, 1998.

Jeremy S. De Bonet and Paul Viola, Texture Recognition Using a Non-parametric Multi-Scale Statistical Model, In Proceedings of the 1998 IEEE Conference on Computer Vision and Pattern Recognition (CVPR'98), Santa Barbara, California, USA, June 1998.

Daniel DeMenthon, Vikrant Kobla and David Doermann, Video Summarization by Curve Simplification, In Proceedings of The Fifth ACM International Multimedia Conference (ACM Multimedia 98), Bristol, UK, September 1998.

Pascal Faudemay, Gwenaël Durand, Claude Seyrat and Nicolas Tondre, Indexing and retrieval of multimedia objects at different levels of granularity, In C.-C. Jay Kuo, Shih-Fu Chang and Sethuraman Panchanathan eds., Multimedia Storage and Archiving Systems III (VV02), Boston, Massachusetts, USA, Vol. 3527 of SPIE Proceedings, pp. 112-121, November 1998. (SPIE Symposium on Voice, Video and Data Communications)

Volker Gaede and Oliver Günther, Multidimensional access methods, ACM Computing Surveys, 30, 2, pp. 170-231, June 1998.

H. Ganster, R. Roehrer, L. Paletta, T. Ebner, A. Pinz and M. Binder, Comparison of Neural Networks and Statistical Methods in Melanoma Classification, In Proceedings of the 22nd OAGM/AAPR Workshop, Illmitz, Austria, 1998.

Warren R. Greiff, A Theory of Term Weighting Based on Exploratory Data Analysis, In W. Bruce Croft, Alistair Moffat, C. J. van Rijsbergen, Ross Wilkinson and Justin Zobel eds., Proceedings of the 21st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Melbourne, Australia, pp. 11-19, ACM Press, New York, August 1998.

Mark E. Hoffman and Edward K. Wong, Content-based image object retrieval by scale-space representation of shapes, In C.-C. Jay Kuo, Shih-Fu Chang and Sethuraman Panchanathan eds., Multimedia Storage and Archiving Systems III (VV02), Boston, Massachusetts, USA, Vol. 3527 of SPIE Proceedings, pp. 2-12, November 1998. (SPIE Symposium on Voice, Video and Data Communications)

Yoshiharu Ishikawa, Ravishankar Subramanya and Christos Faloutsos, MindReader: Querying databases through multiple examples, In Ashish Gupta, Oded Shmueli and Jennifer Widom eds., Proceedings of 24th International Conference on Very Large Databases (VLDB'98), New York, NY, USA, pp. 218-227, 24-27 August 1998.

Giridharan Iyengar and Andrew B. Lippman, Semantically controlled content-based retrieval of video sequences, In C.-C. Jay Kuo, Shih-Fu Chang and Sethuraman Panchanathan eds., Multimedia Storage and Archiving Systems III (VV02), Boston, Massachusetts, USA, Vol. 3527 of SPIE Proceedings, pp. 223-232, November 1998. (SPIE Symposium on Voice, Video and Data Communications)

A. Jain and G. Healey, A Multiscale Representation Including Opponent Color Features for Texture Recognition, IEEE Transactions on Image Processing, 7, 1, pp. 124-128, January 1998.

Jesse S. Jin, Ruth Kurniawati, Guangyu Xu and Xuesheng Bai, Using Browsing to Improve Content-Based Image Retrieval, In C.-C. Jay Kuo, Shih-Fu Chang and Sethuraman Panchanathan eds., Multimedia Storage and Archiving Systems III (VV02), Boston, Massachusetts, USA, Vol. 3527 of SPIE Proceedings, pp. 101-109, November 1998. (SPIE Symposium on Voice, Video and Data Communications)

Omid E. Kia, Alexandre Schaff and Jaakko J. Sauvola, Data Representation and Handling for Large Image Browsing, In C.-C. Jay Kuo, Shih-Fu Chang and Sethuraman Panchanathan eds., Multimedia Storage and Archiving Systems III (VV02), Boston, Massachusetts, USA, Vol. 3527 of SPIE Proceedings, pp. 37-46, November 1998. (SPIE Symposium on Voice, Video and Data Communications)

Y. H. Kim, K. E. Lee, K. S. Choi, J. H. Yoo, P. K. Rhee and Y. C. Park, Personalized Image Retrieval with User's Preference Model, In C.-C. Jay Kuo, Shih-Fu Chang and Sethuraman Panchanathan eds., Multimedia Storage and Archiving Systems III (VV02), Boston, Massachusetts, USA, Vol. 3527 of SPIE Proceedings, pp. 47-55, November 1998. (SPIE Symposium on Voice, Video and Data Communications)

David D. Lewis, Naive (Bayes) at forty: The independence assumption in information retrieval, In Claire Nédellec and Céline Rouveirol eds., Proceedings of the Tenth European Conference on Machine Learning, Chemnitz, Germany, pp. 4-15, April 1998.

Mrinal Kumar Mandal and Sethuraman Panchanathan, Video Segmentation in the Wavelet Domain, In C.-C. Jay Kuo, Shih-Fu Chang and Sethuraman Panchanathan eds., Multimedia Storage and Archiving Systems III (VV02), Boston, Massachusetts, USA, Vol. 3527 of SPIE Proceedings, pp. 262-270, November 1998. (SPIE Symposium on Voice, Video and Data Communications)

Marjo Markkula and Eero Sormunen, Searching for Photos - Journalists' Practices in Pictorial IR, In J. P. Eakins, D. J. Harper and J. Jose eds., The Challenge of Image Retrieval, A Workshop and Symposium on Image Retrieval, Newcastle upon Tyne, Electronic Workshops in Computing, The British Computer Society, 5-6 February 1998.

Andrew McCabe, Geoff West and Terry Caelli, Filter Techniques for Complex Spatio-Chromatic Image Processing, In International Conference on Image Processing, Chicago, Il., USA, October 4-7 1998.

Rakesh Mohan, John R. Smith and Chung-Sheng Li, Multimedia content customization for universal access, In C.-C. Jay Kuo, Shih-Fu Chang and Sethuraman Panchanathan eds., Multimedia Storage and Archiving Systems III (VV02), Boston, Massachusetts, USA, Vol. 3527 of SPIE Proceedings, pp. 410-418, November 1998. (SPIE Symposium on Voice, Video and Data Communications)

Ryoji Muranoi, Jiying Zhao, Rina Hayasaka, Masahito Ito and Yutaka Matsushita, Video Retrieval Method using ShotID for Copyright Protection System, In C.-C. Jay Kuo, Shih-Fu Chang and Sethuraman Panchanathan eds., Multimedia Storage and Archiving Systems III (VV02), Boston, Massachusetts, USA, Vol. 3527 of SPIE Proceedings, pp. 245-252, November 1998. (SPIE Symposium on Voice, Video and Data Communications)

Radford M. Neal and Geoffrey E. Hinton, A view of the EM algorithm that justifies incremental, sparse, and other variants, In Michael I. Jordan ed., Learning in Graphical Models, pp. 355-368, Kluwer Academic Publishers, 1998.

Joe J. K. Ó Ruanaidh and Thierry Pun, Rotation, scale and translation invariant spread spectrum digital image watermarking, Signal Processing, 66, 3, pp. 303-317, May 1998. (Special Issue on Copyright Protection and Control, B. Macq and I. Pitas, eds.)

Michael Ortega, Yong Rui, Kaushik Chakrabarti, Kriengkrai Porkaew, Sharad Mehrotra and Thomas S. Huang, Supporting Ranked Boolean Similarity Queries in MARS, IEEE Transactions on Knowledge and Data Engineering, 10, 6, December 1998.

Paul Over, A review of Interactive TREC, In MIRA workshop, Dublin, Ireland, October 1998.

Patrick Pantel and Dekang Lin, SpamCop: A Spam Classification & Organization Program, In AAAI Workshop on Learning for Text Categorization, Madison, Wisconsin, July 1998.

Thomas V. Papathomas, Tiffany E. Conway, Ingemar J. Cox, Joumana Ghosn, Matt L. Miller, Thomas P. Minka and and Peter N. Yianilos, Psychophysical studies of the performance of an image database retrieval system, In Bernice E. Rogowitz and Thrasyvoulos N. Pappas eds., Human Vision and Electronic Imaging III, Vol. 3299 of SPIE Proceedings, pp. 591-602, July 1998.

Youngchoon Park, Forouzan Golshani, Sethuraman Panchanathan and cuk Candan K. Sel\, Interactive Classification and Indexing of Still and Motion Pictures in VideoRoadMap, In C.-C. Jay Kuo, Shih-Fu Chang and Sethuraman Panchanathan eds., Multimedia Storage and Archiving Systems III (VV02), Boston, Massachusetts, USA, Vol. 3527 of SPIE Proceedings, pp. 122-133, November 1998. (SPIE Symposium on Voice, Video and Data Communications)

Zoran Pecenovic, Minh Do, Serge Ayer and Martin Vetterli, New methods for image retrieval, In Proceedings of the International Congress on Imaging Science, University of Antwerp, Belgium, Vol. 2, pp. 242-246, September 1998.

Srinivas Ravela and R. Manmatha, On Computing Global Similarity in Images, In Proceedings of the Fourth IEEE Workshop on Applications of Computer Vision (WACV'98), Princeton, NJ, USA, pp. 82-87, October 1998.

H. Rehrauer, K. Seidel and M. Datcu, Multiscale Image Segmentation with a Dynamic Label Tree, In T. I. Stein ed., IEEE International Geoscience and Remote Sensing Symposium, (IGARSS'98), pp. 1772-1774, 1998.

Volker Rehrmann and Lutz Priese, Fast and Robust Segmentation of Natural Color Scenes, In Proceedings of the 3rd Asian Conference on Computer Vision (ACCV'98), Hongkong, January 1998.

Yong Man Ro, Matching Pursuit: Contents featuring for Image indexing, In C.-C. Jay Kuo, Shih-Fu Chang and Sethuraman Panchanathan eds., Multimedia Storage and Archiving Systems III (VV02), Boston, Massachusetts, USA, Vol. 3527 of SPIE Proceedings, pp. 89-100, November 1998. (SPIE Symposium on Voice, Video and Data Communications)

Bernice E. Rogowitz, Thomas Frese, John R. Smith, Charles A. Bouman and Edward B. Kalin, Perceptual image similarity experiments, In Bernice E. Rogowitz and Thrasyvoulos N. Pappas eds., Human Vision and Electronic Imaging III, San Jose, CA, USA, Vol. 3299 of SPIE Proceedings, pp. 576-590, 26-29 January 1998.

Yossi Rubner, Carlo Tomasi and Leonidas Guibas, A Metric for Distributions with Applications to Image Databases, In Proceedings of the International Conference on Computer Vision (ICCV'98), Bombay, India, January 1998.

Yong Rui, Thomas S. Huang, Michael Ortega and Sharad Mehrotra, Relevance Feedback: A Power Tool in Interactive Content-Based Image Retrieval, IEEE Transactions on Circuits and Systems for Video Technology, 8, 5, pp. 644-655, September 1998.

Mehran Sahami, Susan Dumais, David Heckerman and Eric Horvitz, A Bayesian Approach to Filtering Junk E-mail, In AAAI Workshop on Learning for Text Categorization, Madison, Wisconsin, July 1998.

Dan Schonfeld and Dan Lelescu, VORTEX: Video Retrieval and Tracking from Compressed Multimedia Databases - Template Matching from MPEG2 Video Compression Standard, In C.-C. Jay Kuo, Shih-Fu Chang and Sethuraman Panchanathan eds., Multimedia Storage and Archiving Systems III (VV02), Boston, Massachusetts, USA, Vol. 3527 of SPIE Proceedings, pp. 233-244, November 1998. (SPIE Symposium on Voice, Video and Data Communications)

Eero P. Simoncelli and Javier Portilla, Texture Characterization via Joint Statistics of Wavelet Coefficient Magnitudes, In Proceedings of the Fifth International Conference on Image Processing, Chicago, IL, USA, 4-7 October 1998.

John R. Smith, VideoZoom: A Spatial-temporal video browser for the Internet, In C.-C. Jay Kuo, Shih-Fu Chang and Sethuraman Panchanathan eds., Multimedia Storage and Archiving Systems III (VV02), Boston, Massachusetts, USA, Vol. 3527 of SPIE Proceedings, pp. 212-222, November 1998. (SPIE Symposium on Voice, Video and Data Communications)

David McG. Squire, Learning a similarity-based distance measure for image database organization from human partitionings of an image set, In Proceedings of the Fourth IEEE Workshop on Applications of Computer Vision (WACV'98), Princeton, NJ, USA, pp. 88-93, October 1998.

David McG. Squire and Thierry Pun, Assessing Agreement Between Human and Machine Clusterings of Image Databases, Pattern Recognition, 31, 12, pp. 1905-1919, 1998.

Alexander Thomasian, Vittorio Castelli and Chung-Sheng Li, CSVD: Approximate Similarity Searches in High Dimensional Spaces Using Clustering and Singular Value Decomposition, In C.-C. Jay Kuo, Shih-Fu Chang and Sethuraman Panchanathan eds., Multimedia Storage and Archiving Systems III (VV02), Boston, Massachusetts, USA, Vol. 3527 of SPIE Proceedings, pp. 144-154, November 1998. (SPIE Symposium on Voice, Video and Data Communications)

Srikanta Tirthapura, Daniel Sharvit, Philip Klein and Benjamin B. Kimia, Indexing based on edit-distance matching of shape graphs, In C.-C. Jay Kuo, Shih-Fu Chang and Sethuraman Panchanathan eds., Multimedia Storage and Archiving Systems III (VV02), Boston, Massachusetts, USA, Vol. 3527 of SPIE Proceedings, pp. 25-36, November 1998. (SPIE Symposium on Voice, Video and Data Communications)

Mihran Tuceryan and Anil K. Jain, Texture Analysis, In C. H. Chen, L. F. Pau and P. S. P. Wang eds., The Handbook of Pattern Recognition and Computer Vision (2nd Edition), 2.1, pp. 207-248, World Scientific Publishing Co., 1998.

Nuno Vasconcelos and Andrew Lippman, Embedded Mixture Modeling for Efficient Probabilistic Content-based Indexing and Retrieval, In C.-C. Jay Kuo, Shih-Fu Chang and Sethuraman Panchanathan eds., Multimedia Storage and Archiving Systems III (VV02), Boston, Massachusetts, USA, Vol. 3527 of SPIE Proceedings, pp. 134-143, November 1998. (SPIE Symposium on Voice, Video and Data Communications)

Asha Vellaikal and C.-C. Jay Kuo, Hierarchical Clustering Techniques for Image Database Organization and Summarization, In C.-C. Jay Kuo, Shih-Fu Chang and Sethuraman Panchanathan eds., Multimedia Storage and Archiving Systems III (VV02), Boston, Massachusetts, USA, Vol. 3527 of SPIE Proceedings, pp. 68-79, November 1998. (SPIE Symposium on Voice, Video and Data Communications)

Ellen M. Vorhees and Donna Harmann, Overview of the Seventh Text REtrieval Conference (TREC-7), In The Seventh Text Retrieval Conference, Gaithersburg, MD, USA, pp. 1-23, November 1998.

Xia Wan, Zijun Yang and C.-C. Jay Kuo, Efficient interactive image retrieval with multiple seed images, In C.-C. Jay Kuo, Shih-Fu Chang and Sethuraman Panchanathan eds., Multimedia Storage and Archiving Systems III (VV02), Boston, Massachusetts, USA, Vol. 3527 of SPIE Proceedings, pp. 13-24, November 1998. (SPIE Symposium on Voice, Video and Data Communications)

Roger Weber, Hans-J. Schek and Stephen Blott, A Quantitative Analysis and Performance Study for Similarity-Search Methods in High-Dimensional Spaces, In Ashish Gupta, Oded Shmueli and Jennifer Widom eds., Proceedings of 24th International Conference on Very Large Databases (VLDB'98), New York, NY, USA, 24-27 August 1998.

Thomas P. Weldon and William E. Higgins, An Algorithm for Designing Multiple Gabor Filters for Segmenting Multi-Textured Images, In IEEE International Conference on Image Processing (ICIP'98), Chicago, IL, USA, October 1998.

Matthew E.J. Wood, Neill W. Campbell and Barry T. Thomas, Iterative Refinement by Relevance Feedback in Content-Based Digital Image Retrieval, In Proceedings of The Fifth ACM International Multimedia Conference (ACM Multimedia 98), Bristol, UK, pp. 13-20, September 1998.

Ichiro Yamada, Hideki Sumiyoshi, Yeun-Bae Kim and Masahiro Shibata, TV program skimming method using similarity of scene descriptions, In C.-C. Jay Kuo, Shih-Fu Chang and Sethuraman Panchanathan eds., Multimedia Storage and Archiving Systems III (VV02), Boston, Massachusetts, USA, Vol. 3527 of SPIE Proceedings, pp. 253-260, November 1998. (SPIE Symposium on Voice, Video and Data Communications)

Guoqiang Zhang, B. Eddy Patuwo and Michael Y. Hu, Forecasting with artificial neural networks: The state of the art, International Journal of Forecasting, 14, 1, pp. 35-62, March 1998.

Wensheng Zhou, Ye Shen, Asha Vellaikal and C.-C. Jay Kuo, On-line Scene Change Detection of Multicast (MBone) Video, In C.-C. Jay Kuo, Shih-Fu Chang and Sethuraman Panchanathan eds., Multimedia Storage and Archiving Systems III (VV02), Boston, Massachusetts, USA, Vol. 3527 of SPIE Proceedings, pp. 271-282, November 1998. (SPIE Symposium on Voice, Video and Data Communications)

Arjen P. de Vries and Henk M. Blanken, Database technology and the management of multimedia data in Mirror, In C.-C. Jay Kuo, Shih-Fu Chang and Sethuraman Panchanathan eds., Multimedia Storage and Archiving Systems III (VV02), Boston, Massachusetts, USA, Vol. 3527 of SPIE Proceedings, pp. 443-453, November 1998. (SPIE Symposium on Voice, Video and Data Communications)

1997

Anthony J. Bell and Terrence J. Sejnowski, The ``independent components'' of natural scenes are edge filters, Vision Research, 37, 23, pp. 3327-3338, December 1997.

M. Borga, H. Knutsson and T. Landelius, Learning Canonical Correlations, In The 10th Scandinavian Conference on Image Analysis (SCIA'97), Lappeenranta, Finland, pp. 1-8, June 1997.

Francois Brémond and Monique Thonnat, Tracking Multiple Non-rigid Objects in a Cluttered Scene, In The 10th Scandinavian Conference on Image Analysis (SCIA'97), Lappeenranta, Finland, pp. 643-650, June 1997.

N. W. Campbell, W. P. J. Mackeown, B. T Thomas and T. Troscianko, Interpreting Image Databases by Region Classification, Pattern Recognition, 30, 4, pp. 555-563, April 1997. (special edition on image databases)

Chad Carson, Serge Belongie, Hayit Greenspan and Jitendra Malik, Region-Based Image Querying, In Proceedings of the 1997 IEEE Conference on Computer Vision and Pattern Recognition (CVPR'97), San Juan, Puerto Rico, pp. 42-49, June 1997. (Workshop on Content-Based Access of Image and Video Libraries)

David Casasent, New Techniques for Object Detection and Recognition, In The 10th Scandinavian Conference on Image Analysis (SCIA'97), Lappeenranta, Finland, pp. 597-604, June 1997.

Vicent Caselles, Ron Kimmel and Guillermo Sapiro, Geodesic Active Contours, International Journal of Computer Vision, 22, 1, pp. 61-79, February 1997.

S. D. Cohen and L. J. Guibas, Shape-based image retrieval using geometric hashing, In Proceedings of the ARPA Image Understanding Workshop, pp. 669-674, May 1997.

Dorin Comaniciu and Peter Meer, Robust Analysis of Feature Spaces: Color Image Segmentation, In Proceedings of the 1997 IEEE Conference on Computer Vision and Pattern Recognition (CVPR'97), San Juan, Puerto Rico, pp. 750-755, June 1997.

Marco Corvi and Gianluca Nicchiotti, Wavelet Based Image Watermarking for Copyright Protection, In The 10th Scandinavian Conference on Image Analysis (SCIA'97), Lappeenranta, Finland, pp. 157-163, June 1997.

Ingemar J. Cox, Joumana Ghosn, Matt L. Miller, Thomas V. Papathomas and Peter N. Yianilos, Hidden Annotation in Content Based Image Retrieval, In IEEE Workshop on Content-based Access of Image and Video Libraries (CBAIVL'97), pp. 76-81, June 1997.

Alexander Dimai, Spatial encoding using differences of global features, In Ishwar K. Sethi and Ramesh C. Jain eds., Storage and Retrieval for Image and Video Databases V, Vol. 3022 of SPIE Proceedings, pp. 352-360, February 1997.

Thomas Frese, Charles A. Bouman and Jan P. Allebach, Methodology for Designing Image Similarity Metrics Based on Human Visual System Models, In Bernice E. Rogowitz and Thrasyvoulos N. Pappas eds., Human Vision and Electronic Imaging II, San Jose, CA, USA, Vol. 3016 of SPIE Proceedings, pp. 472-483, 9-15 February 1997.

T. Gevers and A. W. M. Smeulders, Object Recognition Based on Photometric Color Invariants, In The 10th Scandinavian Conference on Image Analysis (SCIA'97), Lappeenranta, Finland, pp. 861-868, June 1997.

Venkat N. Gudivada, Vijay V. Raghavan, William I. Grosky and Rajesh Kasanagottu, Information retrieval on the World Wide Web, IEEE Internet Computing, 1, 5, pp. 58-68, 1997.

Amarnath Gupta and Ramesh Jain, Visual Information Retrieval, Communications of the ACM, 40, 5, pp. 70-79, May 1997.

Glenn Healey, Recognizing Objects in Color Images, In The 10th Scandinavian Conference on Image Analysis (SCIA'97), Lappeenranta, Finland, pp. 823-829, June 1997.

Lasse Holström, Petri Koistinen, Jorma Laaksonen and Erkki Oja, Neural and statistical classifiers - taxonomy and two case studies, IEEE Transactions on Neural Networks, 8, 1, pp. 5-17, January 1997.

Jing Huang, S. Ravi Kumar and Mandar Mitra, Combining Supervised Learning with Color Correlograms for Content-Based Image Retrieval, In Proceedings of The Fifth ACM International Multimedia Conference (ACM Multimedia 97), Seattle, WA, USA, pp. 325-334, November 9-13 1997.

Jing Huang, S. Ravi Kumar, Mandar Mitra, Wei-Jing Zhu and Ramin Zabih, Image Indexing Using Color Correlograms, In Proceedings of the 1997 IEEE Conference on Computer Vision and Pattern Recognition (CVPR'97), San Juan, Puerto Rico, pp. 762-768, June 1997.

Jarmo Hurri, Aapo Hyvärinen and Erkki Oja, Wavelets and Natural Image Statistics, In The 10th Scandinavian Conference on Image Analysis (SCIA'97), Lappeenranta, Finland, pp. 13-18, June 1997.

Karen Spark Jones and Peter Willett, Readings in information retrieval, Morgan Kaufmann Publishers, Inc., 1997.

H. Kauniskangas, J. Sauvola, M. Pietkäinen and D. Doermann, Content-Based Image Retrieval Using Composite Features, In The 10th Scandinavian Conference on Image Analysis, Lappeenranta, Finland, pp. 35-42, June 1997.

R. Lakmann and L. Priese, A Reduced Covariance Color Texture Model for Micro-Textures, In The 10th Scandinavian Conference on Image Analysis, Lappeenranta, Finland, pp. 947-953, June 1997.

Pat Langley, Gregory M. Provan and Padhraic Smyth, Learning with Probabilistic Representations, Machine Learning, 29, 2-3, pp. 91-101, 1997.

Dik L. Lee, Huei Chuang and Kent Seamons, Document ranking and the vector-space model, IEEE Software, 14, 2, pp. 67-75, 1997.

Thomas Lehmann, Abhijit Sovakar, Walter Schmiti and Rudolf Repges, A comparison of similarity measures for digital subtraction radiography, Computers in Biology and Medicine, 27, 2, pp. 151-167, 1997.

W. Y. Ma, Yining Deng and B. S. Manjunath, Tools for texture- and color-based search of images, In Bernice E. Rogowitz and Thrasyvoulos N. Pappas eds., Human Vision and Electronic Imaging II, San Jose, CA, Vol. 3016 of SPIE Proceedings, pp. 496-507, February 1997.

Andrew McCabe, Terry Caelli and Geoff West, Complex Spatio-Chromatic Image Processing, In Proceedings of the first joint Australia and New Zealand biennial conference Digital Image and Vision Computing: Techniques and Applications, Massey University, Auckland, New Zealand, pp. 47-52, December 10-12 1997.

Andrew McCabe, Terry Caelli, Geoff West and Adam Reeves, Encoding and processing spatio-chromatic image information using complex Fourier transform methods, (submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence), 1997.

Christophe Meilhac and Chahab Nastar, A Robust and Precise Approach for Model-Based 3D/2D Registration and Tracking, In The 10th Scandinavian Conference on Image Analysis, Lappeenranta, Finland, pp. 635-642, June 1997.

Noriko Nagata, Toshimasa Dobashi, Yoshitsugu Manabe, Teruo Usami and Seiji Inokuchi, Modelling and Visualization for Pearl Quality Evaluation Simulator, In The 10th Scandinavian Conference on Image Analysis, Lappeenranta, Finland, pp. 165-172, June 1997.

Michael Ortega, Yong Rui, Kaushik Chakrabarti, Sharad Mehrotra and Thomas S. Huang, Supporting Similarity Queries in MARS, In Proceedings of The Fifth ACM International Multimedia Conference (ACM Multimedia 97), Seattle, WA, USA, pp. 403-413, November 9-13 1997.

Päivi Ovaska and Jussi Parkkinen, A Pictorial Object-Oriented Database architecture for retrieving images by their content, In The 10th Scandinavian Conference on Image Analysis, Lappeenranta, Finland, pp. 59-64, June 1997.

Alex Pentland, Ali Azarbayjani, Nuria Oliver and Matt Brand, Real-Time 3D Interpretation of Human Behavior, In The 10th Scandinavian Conference on Image Analysis, Lappeenranta, Finland, pp. 189-196, June 1997.

Stephen T. Perry and Paul H. Lewis, A Novel Image Viewer Providing Fast Object Delineation for Content Based Retrieval and Navigation, In Ishwar K. Sethi and Ramesh C. Jain eds., Storage and Retrieval for Image and Video Databases VI, Vol. 3312 of SPIE Proceedings, December 1997.

M. Pietikäinen, Z. Xu and T. Ojala, Rotation-Invariant Texture Classification Using Feature Distributions, In The 10th Scandinavian Conference on Image Analysis, Lappeenranta, Finland, pp. 103-110, June 1997.

Kris Popat and Rosalind W. Picard, Cluster-based probability model and its application to image and texture processing, IEEE Transactions on Image Processing, 6, 2, pp. 268-284, February 1997.

Jan Puzicha, Thomas Hofmann and Joachim M. Buhmann, Non-parametric similarity measures for unsupervised texture segmentation and image retrieval, In Proceedings of the 1997 IEEE Conference on Computer Vision and Pattern Recognition (CVPR'97), San Juan, Puerto Rico, pp. 267-272, June 1997.

Yuri Quintana, Organization and Retrieval in a Pictorial Digital Library, In Robert B. Allen and Edie Rasmussen eds., Proceedings of the 2nd ACM International Conference on Digital Libraries (ACMDL'97), Philadelphia, PA, pp. 13-20, Association for Computing Machinery, July 1997.

Trygve Randen and John Håkon Husøy, Optimal Filter-Bank Design for Multiple Texture Discrimination, In IEEE International Conference on Image Processing (ICIP'97), Santa Barbara, CA, U.S.A., Vol. 2, pp. 215-218, October 26-29 1997.

Yossi Rubner, Leonidas Guibas and Carlo Tomasi, The Earth Mover's Distance, Multi-Dimensional Scaling, and Color-Based Image Retrieval, In Proceedings of the ARPA Image Understanding Workshop, May 1997.

Yong Rui, Thomas S. Huang and Sharad Mehrotra, Relevance Feedback Techniques in Interactive Content-Based Image Retrieval, In Ishwar K. Sethi and Ramesh C. Jain eds., Storage and Retrieval for Image and Video Databases VI, Vol. 3312 of SPIE Proceedings, pp. 25-36, December 1997.

J. Ruiz-del-Solar, C. Nowack and B. Schneider, VIPOL: A Virtual Polar-Logarithmic Sensor, In The 10th Scandinavian Conference on Image Analysis, Lappeenranta, Finland, pp. 739-744, June 1997.

Bernt Schiele and James L. Crowley, The Concept of Visual Classes for Object Classification, In The 10th Scandinavian Conference on Image Analysis, Lappeenranta, Finland, pp. 43-50, June 1997.

Ph. Schmid, Symmetry Measure for the Computer Aided Diagnosis of Pigmented Skin Lesions, In Proceedings of the 11th International Symposium in Computer Assisted Radiology and Surgery (CAR'97), Berlin, Germany, p. 998, June 25-28 1997.

Ph. Schmid and S. Fischer, Colour segmentation for the analysis of pigmented skin lesions, In Proceedings of the Sixth International Conference on Image Processing and its Applications (IPA'97), Dublin, Ireland, pp. 688-692, July 1997.

C. Schmid and R. Mohr, Local greyvalue invariants for image retrieval, IEEE Transactions on Pattern Analysis and Machine Intelligence, 19, 5, pp. 530-535, May 1997.

M. Schröder, K. Seidel and M. Datcu, Gibbs Random Field Models for Image Content Characterization, In T. I. Stein ed., IEEE International Geoscience and Remote Sensing Symposium (IGARSS'97), Vol. 1, pp. 258-260, 1997.

Stan Sclaroff, Deformable Prototypes for Encoding Shape Categories in Image Databases, Pattern Recognition, 30, 4, pp. 627-642, April 1997.

Stan Sclaroff, Leonid Taycher and Marco La Cascia, ImageRover: a Content-based Browser for the World Wide Web, In IEEE Workshop on Content-Based Access of Image and Video Libraries, San Juan, Puerto Rico, pp. 2-9, June 1997.

Jun Shen, Huaijiang Sun and Jingyu Yang, Fuzzy Neural Nets with Asymmetric pi Membership Functions and Application to Texture Classification, In The 10th Scandinavian Conference on Image Analysis, Lappeenranta, Finland, pp. 111-118, June 1997.

John R. Smith and Shih-Fu Chang, Visually Searching the Web for Content, IEEE Multimedia Magazine, 4, 3, pp. 12-20, summer 1997.

John R. Smith and Shih-Fu Chang, Enhancing Image Search Engines in Visual Information Environments, In Electronic Proceedings of the IEEE Signal Processing Society Workshop on Multimedia Signal Processing, Princeton, New Jersey, USA, June 1997.

John R. Smith and Shih-Fu Chang, Querying by color regions using the emphVisualSEEk content-based visual query system, In M. T. Maybury ed., Proceedings of the IJCAI Workshop on Intelligent Multimedia Information Retrieval, 1997.

David McG. Squire, Invariance Signatures for two-dimensional contours, In Terry Caelli and Walter F. Bischof eds., Machine Learning and Image Interpretation, New York, Advances in Computer Vision and Machine Intelligence, Series editor: Martin D. Levine, 7, pp. 255-308, Plenum Press, 1997.

David McG. Squire and Thierry Pun, A Comparison of Human and Machine Assessments of Image Similarity for the Organization of Image Databases, In The 10th Scandinavian Conference on Image Analysis (SCIA'97), Lappeenranta, Finland, pp. 51-58, June 1997.

Valery Starovoitov, A New Approach to Low-Level Retrieving of Grey Scale Images from Image Data Base, In The 10th Scandinavian Conference on Image Analysis, Lappeenranta, Finland, pp. 781-788, June 1997.

Jean Tague-Sutcliffe, The pragmatics of information retrieval experimentation, revisited, In Karen Spark Jones and Peter Willett eds., Readings in Information Retrieval, 340 Pine Street, San Francisco, USA, Multimedia Information and Systems, 4, pp. 205-216, Morgan Kaufmann, 1997.

D. Randall Wilson and Tony R. Martinez, Improved Heterogeneous Distance Functions, Journal of Artificial Intelligence Research, 6, pp. 1-34, January 1997.

Matthew E. J. Wood, Neill W. Campbell and Barry T. Thomas, Employing Region Features for Searching an Image Database, In Proceedings of the Eighth British Machine Vision Conference, Colchester, UK, pp. 620-629, September 1997.

R. Zarita and S. Lelandais, Wavelets and High Order Statistics for Texture Classification, In The 10th Scandinavian Conference on Image Analysis (SCIA'97), Lappeenranta, Finland, pp. 95-102, June 1997.

James Ze Wang, Gio Wiederhold, Oscar Firschein and Sha Xin Wei, Wavelet-Based Image Indexing Techniques with Partial Sketch Retrieval Capability, In Proceedings of the Fourth Forum on Research and Technology Advances in Digital Libraries, Washington D.C., pp. 13-24, May 1997.

1996

James Allan, Incremental Relevance Feedback for Information Filtering, In H.-P. Frei, D. Harman, P. Schäuble and R. Wilkinson eds., Proceedings of the 19th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'96), Zürich, Switzerland, pp. 270-278, August 1996.

Edoardo Ardizzone, Marco La Cascia and Vito Di Gesú, Content Based Indexing of Image and Video Databases by Global and Shape Features, In Proceedings of the 13th International Conference on Pattern Recognition (ICPR'96), Vienna, Austria, IEEE, August 1996.

Joseph J. Atick, Paul A. Griffin and A. Norman Redlich, The vocabulary of shape: principal shapes for probing perception and neural response, Neural Computation, 7, 1, pp. 1-5, February 1996.

Roland Baddeley, Searching for filters with `interesting' output distributions: an uninteresting direction to explore?, Neural Computation, 7, 2, pp. 409-421, May 1996.

Suzanna Becker, Mutual Information Maximization: Models of Cortical Self-Organization, Neural Computation, 7, 1, pp. 7-31, February 1996.

A. Del Bimbo and P. Pala, Shape Indexing by Multi-scale Representation, In Image Databases and Multi-Media Search, Amsterdam, The Netherlands, pp. 43-50, August 1996.

Claudio Carpineto and Giovanni Romano, Information retrieval through hybrid navigation of lattice representations, International Journal of Human-Computer Studies, 45, 5, pp. 553-578, November 1996.

Chad Carson and Virginia E. Ogle, Storage and Retrieval of Feature Data for a Very Large Online Image Collection, IEEE Computer Society Bulletin of the Technical Committee on Data Engineering, 19, 4, pp. 19-27, December 1996.

W.-C. Chiang and T. L. Urban G. W. Baldridge, A neural network approach to mutual fund net asset value forecasting, Omega, The International Journal of Management Science, 24, 2, pp. 205-215, April 1996.

Ingemar J. Cox, Matt L. Miller, Stephen M. Omohundro and Peter N. Yianilos, Target Testing and the PicHunter Bayesian Multimedia Retrieval System, In Advances in Digital Libraries (ADL'96), Library of Congress, Washington, D. C., pp. 66-75, May 13-15 1996.

Martin Ester, Hans-Peter Kriegel, Jörg Sander and Xiaowei Xu, A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise, In Evangelos Simoudis, Jiawei Han and Usama Fayyad eds., Proceedings of the 2nd International Conference on Knowledge Discovery and Data Mining (KDD'96), Portland, OR, USA, pp. 226-231, August 2-4 1996.

Stefan Fischer, Philippe Schmid and Joël Guillod, Analysis of skin lesions with pigmented networks, In P. Delogne ed., IEEE International Conference on Image Processing (ICIP'96), Lausanne, Switzerland, pp. 323-326, September 1996.

David Fowler, The Binomial Coefficient Function, American Mathematical Monthly, 103, 1, pp. 1-17, January 1996.

T. Gevers and A. W. M. Smeulders, A Comparative Study of Several Color Models for Color Image Invariant Retrieval, In Image Databases and Multi-Media Search, Amsterdam, The Netherlands, pp. 17-26, August 1996.

Bilge Günsel, Anil K. Jain and Erdal Panayirci, Reconstruction and Boundary Detection of Range and Intensity Images Using Multiscale MRF Representations, Computer Vision and Image Understanding, 63, 2, pp. 353-366, March 1996.

Gideon Guy and Gérard Medioni, Inferring Global Perceptual Contours from Local Features, International Journal of Computer Vision, 20, 1/2, pp. 113-133, October 1996.

Thien M. Ha, An Optimum Class-Selective Rejection Rule for Pattern Recognition, In Proceedings of the 13th International Conference on Pattern Recognition (ICPR'96), Vienna, Austria, pp. 75-80, IEEE, August 1996.

K.A. Han and S.-H. Myaeng, Image organization and retrieval with automatically constructed feature vectors, In H.-P. Frei, D. Harman, P. Schäuble and R. Wilkinson eds., Proceedings of the 19th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'96), Zürich, Switzerland, pp. 157-165, August 1996.

Trevor Hastie and Rolbert Tibshirani, Discriminant Adaptive Nearest Neighbor Classification, IEEE Transactions on Pattern Analysis and Machine Intelligence, 18, 6, pp. 607-616, June 1996.

Parag Havaldar, Gérard Medioni and Fridtjof Stein, Perceptual Grouping for Generic Recognition, International Journal of Computer Vision, 20, 1/2, pp. 59-80, October 1996.

Mike Heath, Sudeep Sarkar, Thomas Sanocki and Kevin Bowyer, Comparison of Edge Detectors: A Methodology and Initial Study, In Proceedings of the 1996 IEEE Conference on Computer Vision and Pattern Recognition (CVPR'96), San Francisco, California, pp. 143-148, June 1996.

M. Hintz-Madsen, L. K. Hansen, J. Larsen, E. Olesen and K. T. Drzewiecki, Detection of Malignant Melanoma using Neural Classifiers, In A. B. Bulsari, S. Kallio and D. Tsaptsinos eds., Proceedings of International Conference on Engineerings Applications on Neural Networks EANN'96, London, UK, pp. 395-398, June 1996.

Thomas Hofmann, Jan Puzicha and Joachim Buhmann, Unsupervised Segmentation of Textured Images by Pairwise Data Clustering, In P. Delogne ed., IEEE International Conference on Image Processing (ICIP'96), Lausanne, Switzerland, pp. 137-140, September 1996.

Anil K. Jain and Aditya Vailaya, Image Retrieval Using Color and Shape, Pattern Recognition, 29, 8, pp. 1233-1244, August 1996.

Guido Kaufmann, Horst Bunke and Thien M. Ha, Recognition of cursively handwritten words using a combined normalization/perturbation approach, In Proceedings of the Fifth International Workshop on Frontiers in Handwriting Recognition, University of Essex, England, pp. 17-22, September 1996.

Javed I. Khan and David Y. Y. Yun, Holographic Image Archive, Computerized Medical Imaging and Graphics, 20, 4, pp. 243-257, 1996.

Michael S. Lew, D. P. Huijsmans and Dee Denteneer, Content Based Image Retrieval: KLT, Projections, or Templates, In Image Databases and Multi-Media Search, Amsterdam, The Netherlands, pp. 27-34, August 1996.

F. Liu and R.W. Picard, Periodicity, directionality, and randomness: Wold features for image modeling and retrieval, IEEE Transactions on Pattern Analysis and Machine Intelligence, 18, 7, pp. 722-733, July 1996.

W.Y. Ma and B.S. Manjunath, Texture Features and Learning Similarity, In Proceedings of the 1996 IEEE Conference on Computer Vision and Pattern Recognition (CVPR'96), San Francisco, California, pp. 425-430, June 1996.

Gon Marques and Luís B. Almeida, An Objective Function for Independence, In Proceedings of the IEEE International Conference on Neural Networks, 1996.

Ruggero Milanese, David McG. Squire and Thierry Pun, Correspondence Analysis and Hierarchical Indexing For Content-Based Image Retrieval, In P. Delogne ed., IEEE International Conference on Image Processing, Lausanne, Switzerland, Vol. 3, pp. 859-862, September 1996.

T. P. Minka and R. W. Picard, Interactive learning using a ``society of models'', In Proceedings of the 1996 IEEE Conference on Computer Vision and Pattern Recognition (CVPR'96), San Francisco, California, pp. 447-452, June 1996.

Farzin Mokhtarian, Sadegh Abbasi and Josef Kittler, Efficient and Robust Retrieval by Shape Content through Curvature Scale Space, In Image Databases and Multi-Media Search, Amsterdam, The Netherlands, pp. 35-42, August 1996.

M. Nappi, G. Polese and G. Tortora, Fractal Based Indexing in Image Databases, In Image Databases and Multi-Media Search, Amsterdam, The Netherlands, pp. 162-169, August 1996.

Joseph J. K. Ó Ruanaidh and William J. Fitzgerald, Numerical Bayesian methods applied to signal processing, Statistics and Computing, Springer-Verlag, New York, 1996.

B. A. Olshausen and D. J. Field, Natural image statistics and efficient coding, Neural Computation, 7, 2, pp. 333-339, May 1996.

B. A. Olshausen and D. J. Field, Emergence of simple-cell receptive field properties by learning a sparse code for natural images, Nature, 381, pp. 607-609, 1996.

Stelios C. Orphanoudakis, Catherine E. Chronaki and Despina Vamvaka, I²net: Content-Based Similarity Search in Geographically Distributed Repositories of Medical Images, Computerized Medical Imaging and Graphics, 20, 4, pp. 193-207, 1996.

Greg Pass and Ramin Zabih, Histogram Refinement for Content-Based Image Retrieval, In IEEE Workshop on Applications of Computer Vision, Sarasota, Florida, USA, pp. 96-102, December 1996.

A. Pentland, R. W. Picard and S. Sclaroff, Photobook: Tools for Content-Based Manipulation of Image Databases, International Journal of Computer Vision, 18, 3, pp. 233-254, June 1996.

Rosalind W. Picard, Thomas P. Minka and Martin Szummer, Modeling user subjectivity in image libraries, In P. Delogne ed., IEEE International Conference on Image Processing (ICIP'96), Lausanne, Switzerland, September 1996.

Thierry Pun and David McG. Squire, Statistical structuring of pictorial databases for content-based image retrieval systems, Pattern Recognition Letters, 17, 12, pp. 1299-1310, October 1996.

G. P. Robinson, H. D. Targare, J. S. Duncan and C. C. Jaffe, Medical Image Collection Indexing: Shape-based retrieval using KD-trees, Computerized Medical Imaging and Graphics, 20, 4, pp. 209-217, 1996.

Yong Rui, Alfred C. She and Thomas S. Huang, Modified Fourier Descriptors for Shape Representation - A Practical Approach, In Image Databases and Multi-Media Search, Amsterdam, The Netherlands, pp. 115-112, August 1996.

Simone Santini and Ramesh Jain, Similarity Queries in Image Databases, In IEEE Computer Society Conference on Computer Vision and Pattern Recognition, San Francisco, California, pp. 646-651, June 1996.

A. Schenone, F. Firenze, F. Acquarone, M. Gambaro, F. Masulli and L. Andreucci, Segmentation of Multivariate Medical Images via Unsupervised Clustering with ``Adaptive Resolution'', Computerized Medical Imaging and Graphics, 20, 3, pp. 119-129, 1996.

Stan Sclaroff, Encoding Deformable Shape Categories for Efficient Content-Based Search, In Image Databases and Multi-Media Search, Amsterdam, The Netherlands, pp. 107-114, August 1996.

John R. Smith and Shih-Fu Chang, VisualSEEk: a fully automated content-based image query system, In The Fourth ACM International Multimedia Conference and Exhibition, Boston, MA, USA, November 1996.

John R. Smith and Shih-Fu Chang, Tools and techniques for color image retrieval, In Storage & Retrieval for Image and Video Databases IV, San Jose, CA, USA, Vol. 2670 of IS&T/SPIE Proceedings, pp. 426-437, March 1996.

Aya Soffer and Hanan Samet, Handling Multiple Instances of Symbols in Pictorial Queries by Image Similarity, In Image Databases and Multi-Media Search, Amsterdam, The Netherlands, pp. 51-58, August 1996.

Thomas P. Weldon and William E. Higgins, Integrated Approach to Texture Segmentation Using Multiple Gabor Filters, In P. Delogne ed., IEEE International Conference on Image Processing (ICIP'96), Lausanne, Switzerland, pp. 955-958, September 1996.

Thomas P. Weldon, William E. Higgins and Dennis F. Dunn, Efficient Gabor Filter Design for Texture Segmentation, Pattern Recognition, 29, 12, pp. 2005-2015, December 1996.

David A. White and Ramesh Jain, Similarity indexing: algorithms and performance, In Ishwar K. Sethi and Ramesh C. Jain eds., Storage and Retrieval for Still Image and Video Databases IV, Vol. 2670 of SPIE Proceedings, pp. 62-73, March 1996.

Song Chun Zhu and Alan L. Yuille, FORMS: A flexible object recognition and modelling system, International Journal of Computer Vision, 20, 3, pp. 187-212, December 1996.

1995

R. Andrews, J. Diederich and A. B. Tickle, Survey and critique of techniques for extracting rules from trained artificial neural networks, Knowledge Based Systems (UK), 8, 6, pp. 378-389, 1995.

Anthony J. Bell and Terrence J. Sejnowski, An information-maximization approach to blind separation and blind deconvolution, Neural Computation, 7, 6, pp. 1129-1159, November 1995.

Christopher M. Bishop, Neural networks for pattern recognition, Clarendon Press, Oxford, 1995.

Myron Flickner, Harpreet Sawhney, Wayne Niblack, Jonathan Ashley, Qian Huang, Byron Dom, Monika Gorkani, Jim Hafner, Denis Lee, Dragutin Petkovic, David Steele and Peter Yanker, Query by Image and Video Content: The QBIC System, IEEE Computer, 28, 9, pp. 23-32, September 1995.

James Hafner, Harpreet S. Sawhney, Will Equitz, Myron Flickner and Wayne Niblack, Efficient Color Histogram Indexing for Quadratic Form Distance Functions, IEEE Transactions on Pattern Analysis and Machine Intelligence, 17, 7, pp. 729-736, July 1995.

Charles E. Jacobs, Adam Finkelstein and David H. Salesin, Fast Multiresolution Image Querying, In Proceedings of SIGGRAPH 95 (Los Angeles, California, August 6-11, 1995), New York, ACM, August 1995.

Patrick M. Kelly, Michael Cannon and Donald R. Hush, Query by image example: the CANDID approach, In Wayne Niblack and Ramesh C. Jain eds., Storage and Retrieval for Image and Video Databases III, Vol. 2420 of SPIE Proceedings, pp. 238-248, March 1995.

Manfred Kopp and Werner Purgathofer, Efficient 3 times 3 Median Filter Computations, Machine Vision and Graphics, 4, 1/2, pp. 79-82, 1995.

Turker Kuyel and Joydeep Ghosh, A fast space localized computation of the outputs of a Gabor filter bank, In Proceedings of the IASTED Conference on Signal and Image Processing (SIP'95), Las Vegas, USA, pp. 511-514, November 1995.

Todd K. Leen, From Data Distribution to Regularization in Invariant Learning, Neural Computation, 7, pp. 974-981, 1995.

Z.C. Li, C.Y. Suen and J. Guo, A Regional Decomposition Method for Recognizing Handprinted Characters, IEEE Transactions on Systems, Man and Cybernetics, 25, 6, pp. 998-1009, June 1995.

David G. Lowe, Similarity metric learning for a variable-kernel classifier, Neural Computation, 7, 1, pp. 72-85, January 1995.

Virginia E. Ogle and Michael Stonebraker, Chabot: Retrieval from a Relational Database of Images, IEEE Computer, 28, 9, September 1995.

Soo-Chang Pei and Ji-Hwei Horng, Circular-Arc Detection Based on Hough Transform, Pattern Recognition Letters, 16, 6, pp. 615-625, June 1995.

Rosalind W. Picard, Computer learning of subjectivity, ACM Computing Surveys, 27, 4, pp. 621-623, December 1995.

S. Sclaroff and A. Pentland, Modal Matching for Correspondence and Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, June 1995.

David McG. Squire and Terry M. Caelli, Shift, Rotation and Scale Invariant Signatures for Two-Dimensional Contours, in a Neural Network Architecture, In Stephen W. Ellacott, John C. Mason and Iain J. Anderson eds., Mathematics of Neural Networks: Models Algorithms and Applications, Boston, Statistics and OR, pp. 344-348, Kluwer Academic Publishers, July 1995.

Eric J. Stollnitz, Tony D. DeRose and David H. Salesin, Wavelets for Computer Graphics: A Primer, IEEE Computer Graphics and Applications, pp. 76-84, May 1995.

Asha Vellaikal and C.-C. Jay Kuo, Content-based image retrieval using multiresolution histogram representation, In C.-C. Jay Kuo ed., Digital Image Storage and Archiving Systems, Philadelphia, PA, USA, Vol. 2606 of SPIE Proceedings, pp. 312-323, October 1995.

M. Vetterli and J. Kovacevic, Wavelets and sub-band coding, Prentice-Hall, Englewood Cliffs, NJ, 1995.

Janet Wiles and Jeff Elman, Learning to count without a counter: A case study of dynamics and activation landscapes in recurrent networks, In Proceedings of the Seventeenth Annual Conference of the Cognitive Society, Cambridge, MA, MIT Press, 1995.

1994

Kalle Åström, Fundamental Difficulties with Projective Normalization of Planar Curves, In Joseph L. Mundy, Andrew Zisserman and David Forsyth eds., Applications of Invariance in Computer Vision, Berlin, Lecture Notes in Computer Science, pp. 199-214, Springer-Verlag, 1994.

Eamon Barrett, Gregory Gheen and Paul Payton, Representation of Three-Dimensional Object Structure as Cross-Ratios of Determinants of Stereo Image Points, In Joseph L. Mundy, Andrew Zisserman and David Forsyth eds., Applications of Invariance in Computer Vision, Berlin, Lecture Notes in Computer Science, pp. 47-68, Springer-Verlag, 1994.

Jeffrey S. Beis and David G. Lowe, Learning indexing functions for 3-D model-based object recognition, In Proceedings of the 1994 IEEE Conference on Computer Vision and Pattern Recognition (CVPR'94), Seattle, U.S.A., June 1994.

Stefan Carlsson, The Double Algebra: An Effective Tool for Computing Invariants in Computer Vision, In Joseph L. Mundy, Andrew Zisserman and David Forsyth eds., Applications of Invariance in Computer Vision, Berlin, Lecture Notes in Computer Science, pp. 145-164, Springer-Verlag, 1994.

Pierre Comon, Independent component analysis, A new concept?, Signal Processing, 36, 3, pp. 287-314, April 1994.

Anastasios Delopoulos, Andreas Tirakis and Stefanos Kollias, Invariant Image Classification Using Triple-Correlation-Based Neural Networks, IEEE Transactions on Neural Networks, 5, 3, pp. 392-408, May 1994.

Olivier Faugeras, Cartan's Moving Frame Method and Its Application to the Geometry and Evolution of Curves in the Euclidean, Affine and Projective Planes, In Joseph L. Mundy, Andrew Zisserman and David Forsyth eds., Applications of Invariance in Computer Vision, Berlin, Lecture Notes in Computer Science, pp. 11-46, Springer-Verlag, 1994.

Mario Ferraro and Terry M. Caelli, Lie transform groups, integral transforms, and invariant pattern recognition, Spatial Vision, 8, 1, pp. 33-44, 1994.

Luc Van Gool, Theo Moons, Marc Van Diest and Eric Pauwels, Matching Perspective Views of Parallel Plane Structures, In Joseph L. Mundy, Andrew Zisserman and David Forsyth eds., Applications of Invariance in Computer Vision, Berlin, Lecture Notes in Computer Science, pp. 165-184, Springer-Verlag, 1994.

Patrick Gros, How to Use the Cross Ratio to Compute Projective Invariants from Two Images, In Joseph L. Mundy, Andrew Zisserman and David Forsyth eds., Applications of Invariance in Computer Vision, Berlin, Lecture Notes in Computer Science, pp. 107-126, Springer-Verlag, 1994.

Thien M. Ha and Horst Bunke, Handwritten numeral recognition by perturbation method, In Proceedings of the Fourth International Workshop on Frontiers in Handwriting Recognition, Grand Hotel, Taipei, Taiwan, Republic of China, pp. 97-106, December 1994.

Tim Hill, Leorey Marquez, Marcus O'Connor and William Remus, Artificial neural network models for forecasting and decision making, International Journal of Forecasting, 10, 1, pp. 5-15, June 1994.

David W. Jacobs, Generalizing Invariants for 3-D to 2-D Matching, In Joseph L. Mundy, Andrew Zisserman and David Forsyth eds., Applications of Invariance in Computer Vision, Berlin, Lecture Notes in Computer Science, pp. 415-434, Springer-Verlag, 1994.

Greg Kay and Terry Caelli, Inverting an Illumination Model from Range and Intensity Maps, Computer Vision, Graphics and Image Processing: Image Understanding, 59, 2, pp. 183-201, March 1994.

Benny Lautrup, Lars Kai Hansen, Ian Law, Niels Mørch, Claus Svarer and Stephen Strother, Massive Weight-Sharing: A Cure for Extremely Ill-Posed Problems, In H. Hermann, D. Wolf and E. Pöppel eds., Workshop on Supercomputing in Brain Research: From Tomography to Neural Networks, Jülich, Germany, p. 137, HLRZ, World Scientific, November 1994.

Todd K. Leen Asriel U. Levin and John E. Moody, Fast Pruning Using Principal Components, Advances in Neural Information Processing Systems, 6, pp. 35-42, 1994.

Xiaobo Li and Nicholas Roeder, Experiments in Detecting Face Contours, In Proceedings of Vision Interface '94, Banff, Canada, pp. 96-103, May 1994.

Stephen J. Maybank, Classification Based on the Cross Ratio, In Joseph L. Mundy, Andrew Zisserman and David Forsyth eds., Applications of Invariance in Computer Vision, Berlin, Lecture Notes in Computer Science, pp. 453-474, Springer-Verlag, 1994.

Joseph L. Mundy and Andrew Zisserman, Repeated Structures: Image Correspondence Constraints and 3D Structure Recovery, In Joseph L. Mundy, Andrew Zisserman and David Forsyth eds., Applications of Invariance in Computer Vision, Berlin, Lecture Notes in Computer Science, pp. 89-106, Springer-Verlag, 1994.

Tarek M. Nabhan and Albert Y. Zomaya, Toward Generating Neural Network Structures for Function Approximation, Neural Networks, 7, 1, pp. 89-99, 1994.

Pietro Perona and Marco Tartagni, Diffusion networks for on-chip image contrast normalization, In IEEE International Conference on Image Processing (ICIP'94), Austin, TX, USA, November 13-16 1994.

S. E. Robertson, S. Walker, S. Jones, M. M. Hancock-Beaulieu and M. Gatford, Okapi at TREC-3, In NIST Special Publication 500-225: Overview of the Third Text REtrieval Conference (TREC-3), Gaithersburg, Maryland, USA, pp. 109-126, November 2-4 1994.

Warren S. Sarle, Neural Networks and Statistical Models, In Proceedings of the Nineteenth Annual SAS Users Group International Conference, Cary, NC, USA, pp. 1538-1550, SAS Institute, April 1994.

Ammon Shashua, On Geometric and Algebraic Aspects of 3D Affine and Projective Structures from Perspective 2D Views, In Joseph L. Mundy, Andrew Zisserman and David Forsyth eds., Applications of Invariance in Computer Vision, Berlin, Lecture Notes in Computer Science, pp. 127-144, Springer-Verlag, 1994.

John R. Smith and Shih-Fu Chang, Quad-Tree Segmentation for Texture-Based Image Query, In Proceedings of The Second ACM International Multimedia Conference (ACM Multimedia 94), San Francisco, CA, USA, pp. 279-286, ACM Press, October 15-10 1994.

John R. Smith and Shih-Fu Chang, Transform Features for Texture Classification and Discrimination in Large Image Databases, In IEEE International Conference on Image Processing (ICIP'94), Austin, TX, USA, pp. 407-411, November 13-16 1994.

Lilly Spirkovska and Max B. Reid, Higher-Order Neural Networks Applied to 2D and 3D Object Recognition, Machine Learning, 15, 2, pp. 169-199, 1994.

V. Srinivasan, P. Bhatia and S.H. Ong, Edge Detection Using A Neural Network, Pattern Recognition, 27, 12, pp. 1653-1662, 1994.

Bradley S. Stewart, Ching-Fang Liaw and Chelsea C. White III, A Bibliography of Heuristic Search Through 1992, IEEE Transactions on Systems, Man and Cybernetics, 24, 2, pp. 268-293, February 1994.

W. Stolz, O. Braun-Falco, P. Bilek, M. Landthaler and A.B. Cognetta, Color Atlas of Dermatoscopy, Blackwell Science, Oxford, England, 1994.

Alessandro Verri and Claudio Uras, Invariant Size Functions, In Joseph L. Mundy, Andrew Zisserman and David Forsyth eds., Applications of Invariance in Computer Vision, Berlin, Lecture Notes in Computer Science, pp. 215-236, Springer-Verlag, 1994.

Isaac Weiss, Invariants for Recovering Shape from Shading, In Joseph L. Mundy, Andrew Zisserman and David Forsyth eds., Applications of Invariance in Computer Vision, Berlin, Lecture Notes in Computer Science, pp. 185-198, Springer-Verlag, 1994.

Ian H. Witten, Alistair Moffat and Timothy C. Bell, Managing gigabytes: compressing and indexing documents and images, Van Nostrand Reinhold, 115 Fifth Avenue, New York, NY 10003, USA, 1994.

Andrew Zisserman and Stephen J. Maybank, A Case Against Epipolar Geometry, In Joseph L. Mundy, Andrew Zisserman and David Forsyth eds., Applications of Invariance in Computer Vision, Berlin, Lecture Notes in Computer Science, pp. 69-88, Springer-Verlag, 1994.

1993

Etienne Barnard and Elizabeth C. Botha, Back-Propagation Uses Prior Information Efficiently, IEEE Transactions on Neural Networks, 4, 5, pp. 794-802, September 1993.

A. Bulsari, Some Analytical Solutions to the General Approximation Problem for Feedforward Neural Networks, Neural Networks, 6, 7, pp. 991-996, 1993.

Terry M. Caelli, David McG. Squire and Tom P.J. Wild, Model-Based Neural Networks, Neural Networks, 6, 5, pp. 613-625, 1993.

Chienchung Chang and Shankar Chatterjee, Ranging Through Gabor Logons, A Consistent, Hierarchical Approach, IEEE Transactions on Neural Networks, 4, 5, pp. 827-843, September 1993.

Gloria Chow and Xiaobo Li, Towards a System for Automatic Facial Feature Detection, Pattern Recognition, 26, 12, pp. 1739-1755, December 1993.

John G. Daugman, High Confidence Visual Recognition of Persons By a Test of Statistical Independence, IEEE Transactions on Pattern Analysis and Machine Intelligence, 15, 11, pp. 1148-1161, 1993.

Randall Davis, Howard E. Shrobe and Peter Szolovits, What Is a Knowledge Representation?, AI Magazine, 14, 1, pp. 17-33, 1993.

Robert Godin and Hafedh Mili, Building and Maintaining Analysis-Level Class Hierarchies Using Galois Lattices, In A. Paepcke ed., Proceedings of the OOPSLA'93 Conference on Object-oriented Programming Systems, Languages and Applications, Washington, DC, pp. 394-410, 1993.

Margit Kinder and Wilfried Brauer, Classification of Trajectories - Extracting Invariants With a Neural Network, Neural Networks, 6, pp. 1011-1017, 1993.

Igor Kononenko, Inductive and Bayesian learning in medical diagnosis, Applied Artificial Intelligence, 7, pp. 317-337, 1993.

Chihwen Li and Chwan-Hwa (John) Wu, Introducing rotation invariance into the Neocognitron model for target recognition, Pattern Recognition Letters, 14, pp. 985-995, December 1993.

Feng Lin and Robert D. Brandt, Towards absolute invariants of images under translation, rotation and dilation, Pattern Recognition Letters, 14, pp. 369-379, May 1993.

Wayne Niblack, Ron Barber, Will Equitz, Myron D. Flickner, Eduardo H. Glasman, Dragutin Petkovic, Peter Yanker, C. Faloutsos and Gabriel Taubin, QBIC project: querying images by content, using color, texture, and shape, In Storage and Retrieval for Image and Video Databases, Vol. 1908 of SPIE Proceedings, pp. 173-187, April 1993.

Jakob Nielsen, Usability Engineering, Academic Press, Boston, MA, 1993.

Erich Prem, Markus Mackinger and Georg Dorffner, Concept Support as a Method for Programming Neural Networks with Symbolic Knowledge, In Proceedings of the German Artificial Intelligence Conference, Berlin-Heidelberg, Springer Verlag, 1993.

J. Ross Quinlan, C4.5: Programs for Machine Learning, Morgan Kaufmann Series in Machine Learning, Morgan Kaufmann, 1993.

Nicholas J. Redding, Adam Kowalczyk and Tom Downs, Constructive Higher-Order Network Algorithm That Is Polynomial Time, Neural Networks, 6, pp. 997-1010, 1993.

Thomas H. Reiss, Recognizing Planar Objects Using Invariant Image Features, No. 676 in Lecture Notes in Computer Science, Springer-Verlag, Berlin, 1993.

Pippa Hilary Rull, BARRY: An Autonomous Train-Spotter, Image & Vision Computing NZ, pp. 499-506, 1993.

William A.C. Schmidt and Jon P. Davis, Pattern Recognition Properties of Various Feature Spaces for Higher Order Neural Networks, IEEE Transactions on Pattern Analysis and Machine Intelligence, 15, 8, pp. 795-801, August 1993.

Joseph Segman and Yehoshua Y. Zeevi, Image Analysis by Wavelet-Type Transforms: Group Theoretic Approach, Journal of Mathematical Imaging and Vision, 3, pp. 51-77, 1993.

John Shawe-Taylor, Symmetries and Discriminability in Feedforward Network Architectures, IEEE Transactions on Neural Networks, 4, 5, pp. 816-826, September 1993.

Narayan Srinivasa and Musa Jouaneh, An Invariant Pattern Recognition Machine Using a Modified ART Architecture, IEEE Transactions on Systems, Man and Cybernetics, 23, 5, pp. 1432-1437, 1993.

Isaac Weiss, Geometric Invariants and Object Recognition, International Journal of Computer Vision, 10, 3, pp. 207-231, 1993.

Issac Weiss, Noise-resistant invariants of curves, IEEE Transactions on Pattern Analysis and Machine Intelligence, 15, 9, pp. 943-948, September 1993.

J. Wiles, Representation of Variables and their Values in Neural Networks, In Proceedings of the Fifteenth Annual Conference of the Cognitive Science Society, pp. 1077-1082, June 1993.

Janet Wiles and Mark Ollila, Intersecting regions: The key to combinatorial structure in hidden unit space, Advances in Neural Information Processing Systems, 5, pp. 27-33, 1993.

1992

Christopher Brown, Numerical Evaluation of Differential and Semi-Differential Invariants, In Joseph Mundy and Andrew Zisserman eds., Geometric Invariance in Computer Vision, Cambridge, MA, USA, Series: Artificial intelligence, pp. 215-227, The MIT Press, 1992.

George Casella and Edward I. George, Explaining the Gibbs sampler, The American Statistician, 46, 3, pp. 167-174, August 1992.

Christopher Coelho, Aaron Heller, Joseph L. Mundy, David A. Forsyth and Andrew Zisserman, An Experimental Evaluation of Projective Invariants, In Joseph Mundy and Andrew Zisserman eds., Geometric Invariance in Computer Vision, Cambridge, MA, USA, Series: Artificial intelligence, pp. 87-104, The MIT Press, 1992.

Thomas Fontaine and Lokendra Shastri, Handprinted digit recognition using spatiotemporal connectionist models, In Proceedings of the 1992 IEEE Conference on Computer Vision and Pattern Recognition (CVPR'92), pp. 169-175, 1992.

David Forsyth, Joseph L. Mundy and Andrew Zisserman, Transformational invariance - a primer, Image and Vision Computing, 10, 1, pp. 39-45, 1992.

Norbert Fuhr, Probabilistic Models in Information Retrieval, The Computer Journal, 35, 3, pp. 243-255, 1992.

Luc J. Van Gool, Theo Moons, Eric Pauwels and André Oosterlinck, Semi-Differential Invariants, In Joseph Mundy and Andrew Zisserman eds., Geometric Invariance in Computer Vision, Cambridge, MA, USA, Series: Artificial intelligence, pp. 157-192, The MIT Press, 1992.

Glenn S. Himes and Rafael M. Iñigo, Automatic Target Recognition Using a Neocognitron, IEEE Transactions on Knowledge and Data Engineering, 4, 2, pp. 167-172, April 1992.

Toshikazu Kato, Database architecture for content-based image retrieval, In Albert A. Jamberdino and Wayne Niblack eds., Image Storage and Retrieval Systems, San Jose, California, Vol. 1662 of SPIE Proceedings, pp. 112-123, February 1992.

Jelena Kovacevic and Martin Vetterli, Nonseparable multidimensional perfect reconstruction filter banks and wavelet bases for Rⁿ, IEEE Transactions on Information Theory, 38, 2, pp. 533-555, March 1992.

Anders Krogh and John A. Hertz, A simple weight decay can improve generalisation, Advances in Neural Information Processing Systems, 4, pp. 950-957, 1992.

S.Z. Li, Matching: Invariant to Translations, Rotations and Scale Changes, Pattern Recognition, 25, 6, pp. 583-594, 1992.

Jay I. Minnix, Eugene S. McVey and Rafael M. Iñigo, A Multilayered Self-Organizing Artificial Neural Network for Invariant Pattern Recognition, IEEE Transactions on Knowledge and Data Engineering, 4, 2, pp. 162-167, April 1992.

John E. Moody, The Effective Number of Parameters: An Analysis of Generalization and Regularization in Nonlinear Learning Systems, Advances in Neural Information Processing Systems, 4, pp. 847-854, 1992.

Joseph L. Mundy and Andrew Zisserman, Towards a New Framework for Vision, In Joseph Mundy and Andrew Zisserman eds., Geometric Invariance in Computer Vision, Cambridge, MA, USA, Series: Artificial intelligence, pp. 1-39, The MIT Press, 1992.

Joseph L. Mundy and Andrew Zisserman, Projective Geometry for Machine Vision, In Joseph Mundy and Andrew Zisserman eds., Geometric Invariance in Computer Vision, Cambridge, MA, USA, Series: Artificial intelligence, pp. 463-519, The MIT Press, 1992.

Steven J. Nowlan and Geoffrey E. Hinton, Adaptive Soft Weight Tying using Gaussian Mixtures, Advances in Neural Information Processing Systems, 4, pp. 993-1000, 1992.

S.J. Nowlan and G.E. Hinton, Simplifying Neural Networks by Soft-Weight Sharing, Neural Computation, 4, 4, pp. 473-493, 1992.

Christian W. Omlin and C. Lee Giles, Training Second-Order Recurrent Neural Networks using Hints, In D. Sleeman and P. Edwards eds., Machine Learning: Proceedings of the Ninth International Conference, San Mateo, CA, Morgan Kaufmann, 1992.

Stavros J. Perantonis and Paulo J.G. Lisboa, Translation, Rotation, and Scale Invariant Pattern Recognition by Higher-Order Neural Networks and Moment Classifiers, IEEE Transactions on Neural Networks, 3, 2, pp. 241-251, March 1992.

William H. Press, Saul A. Teukolsky, William T. Vetterling and Brian P. Flannery, Numerical Recipes in C : The Art of Scientific Computing, Press Syndicate of the University of Cambridge, Cambridge, U.K., 1992.

Helge Ritter, Thomas Martinez and Klaus Schulten, Neural computation and self-organizing maps: an introduction, Computation and neural systems series, Addison-Wesley Publishing Company, 1992.

Gerard Salton, The State of Retrieval System Evaluation, Information Processing and Management, 28, 4, pp. 441-450, 1992.

Joseph Segman, Jacob Rubinstein and Yehoshua Y. Zeevi, The Canonical Coordinates Method for Pattern Deformation: Theoretical and Computational Considerations, IEEE Transactions on Pattern Analysis and Machine Intelligence, 14, 12, pp. 1171-1183, December 1992.

Patrice Simard, Bernard Victorri, Yann Le Cun and John Denker, Tangent Prop - A formalism for specifying selected invariances in an adaptive network, Advances in Neural Information Processing Systems, 4, pp. 895-903, 1992.

Eero P. Simoncelli, Wiliam T. Freeman, Edward H. Adelson and David J. Heeger, Shiftable multiscale transforms, IEEE Transactions on Information Theory, 38, 2, pp. 587-607, March 1992.

Eduardo D. Sontag, Feedback Stabilization Using Two-Hidden-Layer Nets, IEEE Transactions on Neural Networks, 3, pp. 981-990, 1992.

Eduardo D. Sontag, Feedforward Nets for Interpolation and Classification, Journal of Complex Systems Science, 45, pp. 20-48, 1992.

Narayan Srinivasa and Musa Jouaneh, A Neural Network Model for Invariant Pattern Recognition, IEEE Transactions on Signal Processing, 40, 6, pp. 1595-1598, 1992.

Issac Weiss, Noise-resistant invariants of curves, In Joseph Mundy and Andrew Zisserman eds., Geometric Invariance in Computer Vision, Cambridge, MA, USA, Series: Artificial intelligence, pp. 135-156, The MIT Press, 1992.

1991

Etienne Barnard and David Casasent, Invariance and Neural Nets, IEEE Transactions on Neural Networks, 2, 5, pp. 498-508, September 1991.

James B. Cole, Hiroshi Murase and Seiichiro Naito, A Lie group theoretic approach to the invariance problem in feature extraction and object recognition, Pattern Recognition Letters, 12, pp. 519-523, September 1991.

Pierre Comon, Christian Jutten and Jeanny Herault, Blind separation of sources, part II: Problems statement, Signal Processing, 24, 1, pp. 11-20, July 1991.

Christian Jutten and Jeanny Herault, Blind separation of sources, part I: An adaptive algorithm based on neuromimetic architecture, Signal Processing, 24, 1, pp. 1-10, July 1991.

Anders Krogh and John A. Hertz, Dynamics of Generalization in Linear Perceptrons, Advances in Neural Information Processing Systems, 3, pp. 897-903, 1991.

Jacob Rubinstein, Joseph Segman and Yehoshua Zeevi, Recognition of Distorted Patterns by Invariance Kernels, Pattern Recognition, 24, 10, pp. 959-967, 1991.

Karen Sparck Jones, The role of artificial intelligence in information retrieval, Journal of the American Society for Information Science, 42, 8, pp. 558-565, 1991.

Michael J. Swain and Dana H. Ballard, Color Indexing, International Journal of Computer Vision, 7, 1, pp. 11-32, 1991.

Tien-Ren Tsao, Haw-Jye Shyu, John M. Libert and Victor C. Chen, A Lie Group Approach to a Neural System for Three-Dimensional Interpretation of Visual Motion, IEEE Transactions on Neural Networks, 2, 1, pp. 149-155, January 1991.

A. Waibel, A. Jain, A. McNair, H. Saito, A. Hauptmann and J. Tebelski, JANUS: A speech-to-speech translation system using connectionist and symbolic processing strategies, In IEEE Proceedings of the 1991 International Conference on Acoustics, Speech and Signal Processing, IEEE, 1991.

1990

Shun-Ichi Amari, Mathematical Foundations of Neurocomputing, Proceedings of the IEEE, 78, 9, pp. 1443-1463, September 1990.

Etienne Barnard and David Casasent, Shift Invariance and the Neocognitron, Neural Networks, 3, 4, pp. 403-410, 1990.

Scott Deerwester, Susan T. Dumais, George W. Furnas, T. K. Landauer and Richard A. Harshman, Indexing by latent semantic analysis, Journal of the American Society for Information Science, 41, 6, pp. 391-407, 1990.

Alireza Khotanzad and Jiin-Her Lu, Classification of Invariant Image Representations Using a Neural Network, IEEE Transactions on Acoustics, Speech, and Signal Processing, 38, 6, pp. 1028-1038, June 1990.

Reiner Lenz, Group Invariant Pattern Recognition, Pattern Recognition, 23, 1/2, pp. 199-217, 1990.

Gerard Salton and Chris Buckley, Improving retrieval performance by relevance feedback, Journal of the American Society for Information Science, 41, 4, pp. 288-287, 1990.

W. Stolz, H. Harms, H. M. Aus and W. Abmayr, Macroscopic diagnosis of melanocytic lesions using color and texture image analysis, Journal of Investigative Dermatology, 95, p. 491, 1990. (Abstract)

Michael J. Swain and Dana H. Ballard, Indexing via color histograms, In Proceedings of the DARPA Image Understanding Workshop, Pittsburgh, PA, USA, pp. 623-630, 1990.

J. Tebelski and A. Waibel, Large vocabulary recognition using linked predictive networks, In IEEE Proceedings of the 1990 International Conference on Acoustics, Speech and Signal Processing, IEEE, 1990.

Harry Wechsler, Computational Vision, Academic Press Inc., 1250 Sixth Avenue, San Diego, CA 92101, 1990.

1989

E. Aarts and J. Korst, Simulated annealing and Boltzmann machines, John Wiley and Sons, New York, 1989.

James Austin, An Associative Neural Architecture for Invariant Pattern Classification, In IEE First International Conference on Artificial Neural Networks, Conf. Publ. No. 313, pp. 196-200, IEE, 1989.

James Austin, High Speed Invariant Recognition Using Adaptive Neural Networks, In IEE 3rd International Conference on Image Processing and its Applications, Conf. Publ. No. 307, pp. 28-32, IEE, 1989.

E. B. Baum and D. Haussler, What net size gives valid generalization?, Neural Computation, 1, pp. 151-160, 1989.

C. L. Borgman, All users of information retrieval systems are not created equal: an exploration into individual differences, Information Processing and Management, 25, pp. 225-250, June 1989.

Peter Clark and Tim Niblett, The CN2 Induction Algorithm, Machine Learning, 3, 4, pp. 261-283, 1989.

Y. Le Cun, J. Denker and S. Solla, Optimal Brain Damage, Advances in Neural Information Processing Systems, 2, pp. 598-605, 1989.

Graham Dunn, Design and analysis of reliability studies; the statistical evaluation of measurement errors, Oxford University Press, 200 Madison Avenue, New York, NY 10016, 1989.

Kurt Hornik, Maxwell Stinchcombe and Halbert White, Multilayer feedforward networks are universal approximators, Neural Networks, 2, pp. 359-366, 1989.

Anil K. Jain, Fundamentals of digital image processing, Prentice-Hall information and system sciences series, Prentice-Hall International, London, 1989.

David A. Pintsov, Invariant Pattern Recognition, Symmetry, and Radon Transforms, Journal of the Optical Society of America (A), 6, 10, pp. 1544-1554, October 1989.

Lawrence R. Rabiner, A Tutorial on Hidden Markov Models and Selected Applications in Speech Recognition, Proceedings of the IEEE, 77, 2, pp. 257-286, February 1989.

Christopher Zetzsche and Terry Caelli, Invariant Pattern Recognition Using Multiple Filter Image Representations, Computer Vision, Graphics and Image Processing, 45, pp. 251-262, 1989.

1988

F. Gregory Ashby and Nancy A. Perrin, Toward a Unified Theory of Similarity and Recognition, Psychological Review, 95, 1, pp. 124-150, 1988.

Terry M. Caelli and Zhi-Qiang Liu, On the Minimum Number of Templates Required for Shift, Rotation and Size Invariant Pattern Recognition, Pattern Recognition, 21, 3, pp. 205-216, 1988.

Gail A. Carpenter and Stephen Grossberg, The ART of Adaptive Pattern Recognition by a Self-Organizing Neural Network, IEEE Computer, 21, 3, pp. 77-90, March 1988.

Y-S. Chen and W-H. Hsu, A Modified Fast Parallel Algorithm for Thinning Digital Patterns, Pattern Recognition, 7, pp. 99-106, 1988.

V.S. Dotsenko, Neural Networks: Translation-, Rotation-, and Scale-Invariant Pattern Recognition, Journal of Physics A: Mathematical and General, 21, pp. L783-L787, 1988.

M. Ferraro and T. Caelli, The relationship between integral transform invariances and Lie group theory, Journal of the Optical Society of America (A), 5, pp. 738-742, 1988.

R. Kree and A. Zippelius, Recognition of Topological Features of Graphs and Images in Neural Networks, Journal of Physics A: Mathematical and General, 21, pp. L813-L818, 1988.

Judea Pearl, Probabilistic reasoning in intelligent systems: networks of plausible inference, Morgan Kaufmann, 1988.

Gerard Salton and Chris Buckley, Term Weighting Approaches in Automatic Text Retrieval, Information Processing and Management, 24, 5, pp. 513-523, 1988.

Thomas Verma and Judea Pearl, Causal Networks: Semantics and Expressiveness, In Uncertainty in Artificial Intelligence-4, New York, NY, USA, pp. 69-76, Elsevier Science Publishing Company, Inc., 1988.

1987

William Bialek and A. Zee, Statistical Mechanics and Invariant Perception, Physical Review Letters, 58, 7, pp. 741-744, February 1987.

Gail A. Carpenter and Stephen Grossberg, Invariant pattern recognition and recall by an attentive self-organizing ART architecture in a nonstationary world, In IEEE First International Conference on Neural Networks, IEEE Service Center, pp. II/737-745, SOS Printing, San Diego, CA, USA., 1987.

William P. Jones and George W. Furnas, Pictures of relevance: A geometric analysis of similarity measures, Journal of the American Society for Information Science, 38, 6, pp. 420-442, 1987.

D.C. Plaut and G.E. Hinton, Learning sets of filters using backpropagation, Computer Speech and Language, 2, pp. 35-61, 1987.

1986

J. Canny, A computational approach to edge detection, IEEE Transactions on Pattern Analysis and Machine Intelligence, 8, 6, pp. 679-698, November 1986.

J. R. Quinlan, Induction of Decision Trees, Machine Learning, 1, 1, pp. 81-106, 1986.

L. R. Rabiner and B. H. Juang, An Introduction to Hidden Markov Models, IEEE ASSP Magazine, pp. 4-16, January 1986.

David E. Rumelhart, Geoffrey E. Hinton and Ronald J. Williams, Learning Representations by Back-propagating Errors, Nature, 323, pp. 533-536, 1986.

D.E. Rumelhart, G.E. Hinton and R.J. Williams, Learning Internal Representations by Error Propagation, In D.E. Rumelhart and J.L. McClelland eds., Parallel Distributed Processing: Explorations in the Microstructures of Cognition, Cambridge, MA, Vol. 1, pp. 318-362, MIT Press, 1986.

S.L. Salas, Einar Hille and John T. Anderson, Calculus: One and several variables, with analytic geometry, John Wiley & Sons, New York, 1986.

1984

Jürgen Altmann and Herbert J.P. Reitböck, A Fast Correlation Method for Scale- and Translation-Invariant Pattern Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, 6, 1, pp. 46-57, January 1984.

Terry Caelli and Peter Dodwell, Orientation-position coding and invariance characteristics of pattern discrimination, Perception and Psychophysics, 36, 2, pp. 159-168, 1984.

Stuart Geman and Donald Geman, Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images, IEEE Transactions on Pattern Analysis and Machine Intelligence, 6, 6, pp. 721-741, 1984.

Sei Miyake and Kunihiko Fukushima, A Neural Network Model for the Mechanism of Feature-Extraction, Biological Cybernetics, 50, pp. 377-384, 1984.

1983

F. Ade, Characterisation of textures by ``eigenfilters'', Signal Processing, 5, pp. 451-457, 1983.

Kunihiko Fukushima, Sei Miyake and Takayuki Ito, Neocognitron: A Neural Network Model for a Mechanism of Visual Pattern Recognition, IEEE Transactions on Systems, Man and Cybernetics, 13, 5, pp. 826-834, 1983.

S. Kirkpatrick, C.D. Gelatt Jr. and M.P. Vecchi, Optimization by Simulated Annealing, Science, 220, 4598, pp. 671-680, 1983.

1982

Dana Harry Ballard and Christopher M. Brown, Computer Vision, Prentice-Hall, Englewood Cliffs, New Jersey 07632, 1982.

A. Y. Finlay and Hammond P., Application of expert systems in dermatological computer-aided diagnosis, In 16th International Congress of Dermatology, Tokyo, pp. 336-337, 1982.

Teuvo Kohonen, Self-organized formation of topologically correct feature maps, Biological Cybernetics, 43, pp. 59-69, 1982.

A. Rosenfeld and A. C. Kak, Digital Picture Processing, Academic Press, Orlando, FL., 1982.

Rudolf Wille, Restructuring lattice theory: an approach based on hierarchies of concepts, In Ivan Rival ed., Ordered Sets, Dordrecht-Boston, pp. 445-470, Reidel, 1982.

1981

E. Diday, G. Govaert, Y. Lechevallier and J. Sidi, Clustering in pattern recognition, In J.-C. Simon and R. Haralick eds., Digital Image Processing, pp. 19-58, D. Reidel Publishers, 1981.

Karen Sparck-Jones, The Cranfield tests, In Karen Sparck-Jones ed., Information Retrieval Experiment, Oxford, U.K., pp. 256-284, Butterworth-Heinemann, October 1981.

Harry Wu and Gerard Salton, A Comparison of Search Term Weighting: Term Relevance vs. Inverse Document Frequency, In Proceedings of the 4th annual international ACM SIGIR conference on Information storage and retrieval: theoretical issues in information retrieval, Oakland, CA, USA, May 31-June 2 1981.

1980

John G. Daugman, Two-dimensional Spectral Analysis of Cortical Receptive Field Profiles, Vision Research, 20, 10, pp. 847-856, 1980.

Kunihiko Fukushima, Neocognitron: A Self-organizing Neural Network Model for a Mechanism of Pattern Recognition Unaffected by Shift in Position, Biological Cybernetics, 36, pp. 193-202, 1980.

Stephen Grossberg, How does a brain build a cognitive code?, Psychological Review, 87, pp. 1-51, 1980.

David Marr and Ellen Hildreth, Theory of edge detection, Proceedings of the Royal Society of London, B 207, pp. 187-217, 1980.

1979

John C. Bigelow, Quantum Probability in Logical Space, Philosophy of Science, 46, pp. 223-243, 1979.

Ludovic Lebart, Alain Morineau and Jean-Pierre Fénelon, Traitement des données statistiques; méthodes et programmes, Dunod, Paris, 1979.

J. R. Quinlan, Discovering rules by induction from large collections of examples, In D. Michie ed., Expert Systems in the Micro Electronic Age, pp. 168-201, Edinburgh University Press, 1979.

C. J. van Rijsbergen, Evaluation, In Information Retrieval, London, 7, pp. 112-123, Butterworths, 1979.

1978

Terry Caelli, William Hoffman and Harold Lindman, Subjective Lorentz transformations and the perception of motion, Journal of the Optical Society of America, 68, 3, pp. 402-411, March 1978.

T.M. Caelli, G.A.N. Preston and E.R. Howell, Implications of Spatial Summation Models for Processes of Contour Perception: A Geometric Perspective, Vision Research, 18, pp. 723-734, 1978.

W. C. Hoffman, The Lie transformation group approach to visual neuropsychology, In E. Leewenberg and H. Buffart eds., Formal theories of visual perception, New York, pp. 27-66, Wiley, 1978.

Carol L. Krumhansl, Concerning the Applicability of Geometric Models to Similarity Data: The Interrelationship between Similarity and Spatial Density, Psychological Review, 85, 5, pp. 445-463, 1978.

Hideyuki Tamura, Shunji Mori and and Takashi Yamawaki, Texture Features Corresponding to Visual Perception, IEEE Transactions on Systems, Man and Cybernetics, 8, 6, pp. 460-473, 1978.

1977

S.-I. Amari, Neural theory of association and concept-formation, Biological Cybernetics, 26, pp. 175-185, 1977.

Terrence M. Caelli, Psychophysical Interpretations and Experimental Evidence For The LTG/NP Theory of Perception, Cahiers de Psychologie, 20, pp. 107-134, 1977.

D. Casasent and D. Psaltis, New optical transforms for pattern recognition, Proclamation IEEE, 65, pp. 77-84, 1977.

R. Kauth, A. Pentland and G. Thomas, BLOB: An Unsupervised Clustering Approach to Spatial Preprocessing of MSS Imagery, In 11th International Symposium on Remote Sensing of the Environment, Ann Arbor, MI, 1977.

Amos Tversky, Features of Similarity, Psychological Review, 84, 4, pp. 327-352, July 1977.

1976

John J. Bartko and William T. Carpenter, On the methods and theory of reliability, The Journal of Nervous and Mental Disease, 163, 5, pp. 307-317, 1976.

D. Casasent and D. Psaltis, Position, rotation, and scale invariant optical correlation, Applied Optics, 15, 7, pp. 1795-1799, July 1976.

D. Casasent and D. Psaltis, Scale invariant optical transform, Optical Engineering, 15, pp. 258-261, 1976.

A. Pentland, Classification by Clustering, In IEEE Proc. Symp. on Machine Processing of Remotely Sensed Data, Purdue, Indiana, 1976.

S. E. Robertson and K. Sparck Jones, Relevance weighting of search terms, Journal of the American Society for Information Science, 27, 3, pp. 129-146, 1976.

C. T. Yu and G. Salton, Precision Weighting-An Effective Automatic Indexing Method, Journal of the ACM, 23, 1, pp. 76-88, 1976.

1975

N. Ahmed and K. Rao, Orthogonal transforms for digital signal processing, Springer-Verlag, New York, 1975.

Kunihiko Fukushima, Cognitron: A Self-organizing Multilayered Neural Network, Biological Cybernetics, 20, pp. 121-136, 1975.

1974

Amos Tversky and Daniel Kahneman, Judgment under uncertainty: Heuristics and biases, Science, 185, pp. 1124-1131, 1974.

1973

J. P. Benzécri, L'analyse des Données; Tome II: l'Analyse des Corrrespondances, Dunod, Paris, 1973.

David K. Lewis, Counterfactuals, Harvard University Press, Cambridge, MA, U.S.A., 1973.

P. Sneath and R. Sokal, Numerical Taxonomy: The Principles and Practice of Numerical Classification, W. H. Freeman and Company, San Francisco, 1973.

1972

Teuvo Kohonen, Correlation matrix memories, IEEE Transactions on Computers, C-21, pp. 353-359, 1972.

1971

David Hilbert, Foundations of Geometry, The Open Court Publishing Company, La Salle, IL, U.S.A., 1971. (Die Grundlagen der Geometrie. First published Leipzig 1899. Translated by Leo Unger)

J. J. Rocchio, Relevance Feedback in Information Retrieval, In Gerard Salton ed., The SMART Retrieval System, Experiments in Automatic Document Processing, Englewood Cliffs, New Jersey, USA, pp. 313-323, Prentice Hall, 1971.

Gerard Salton, Evaluation Parameters, In Gerard Salton ed., The SMART Retrieval System, Experiments in Automatic Document Processing, Englewood Cliffs, New Jersey, USA, pp. 55-112, Prentice Hall, 1971.

1970

Michel Foucault, The Order of Things: An archaeology of the human sciences, Routledge Classics, London, 1970. (Les mots et les choses. First published 1966, Paris: Editions Gallimard)

Jon Mathews and R.L. Walker, Mathematical Methods of Physics, Addison-Wesley Publishing Company, Inc., 1970.

1969

Marvin Minsky and Seymour Papert, Perceptrons. An introduction to computational geometry, The MIT Press, Cambridge, London, 1969.

1968

William Thompson, Lord Kelvin, Popular Lectures and Addresses, 1891-1894, In Emily Morison Beck ed., Boston, U.S.A., Little, Brown and Company, 1968.

1966

James Gibson, The Senses Considered as Perceptual Systems, Houghton-Mifflin, Boston, Massachusetts, 1966.

W. C. Hoffman, The Lie algebra of visual perception, Journal of Mathematical Psychology, 3, pp. 65-98, 1966.

1962

M. K. Hu, Visual Pattern Recognition by Moment Invariants, In IEEE Transactions on Information Theory, Vol. IT-8, pp. 179-187, February 1962.

D. Hubel and T. Wiesel, Receptive fields, binocular interaction and functional architecture in the cat's visual cortex, Journal of Physiology, 160, pp. 106-154, 1962.

1960

Rudolph Emil Kalman, A New Approach to Linear Filtering and Prediction Problems, Transactions of the ASME-Journal of Basic Engineering, 82, pp. 35-45, 1960.

Bernard Widrow and Marcian E. Hoff, Adaptive switching circuits, In IRE WESCON Convention Record, New York, pp. 96-104, IRE, 1960.

1959

Frank Restle, A Metric and an Ordering on Sets, Psychometrika, 24, 3, pp. 207-220, 1959.

1958

F. Rosenblatt, The perceptron: a probabilistic model for information storage and organization in the brain, Psychological Review, 65, pp. 386-408, 1958.

1953

N. Metropolis, A.W. Rosenbluth, M.N. Rosenbluth, A.H. Teller and E. Teller, Equation of State Calculations by Fast Computing Machines, Journal of Chemical Physics, 21, 6, pp. 1087-1092, 1953.

1951

H. W. Turnbull, The Great Mathematicians, In James R. Newman ed., Redmond, WA, U.S.A., pp. 73-160, Tempus Books of Microsoft Press, 1951. (Originally published: New York, Simon and Schuster, 1956)

1949

Donald O. Hebb, The Organization of Behaviour, Wiley, New York, 1949.

1948

Claude E. Shannon, A Mathematical Theory of Communication, Bell System Technical Journal, 27, pp. 379-423 and 623-656, July and October 1948.

1947

Walter Pitts and Warren S. McCulloch, How we know universals: the perception of auditory and visual forms, Bulletin of Mathematical Biophysics, 9, pp. 127-147, 1947.

1936

P.C. Mahalanobis, On the generalized distance in statistics, Proceedings of the National Institute of Sciences of India, 12, pp. 49-55, 1936.

1928

K. Menger, Untersuchungen über allgemeine metrik, Mathematische Annalen, 100, pp. 75-163, 1928.

1890

William James, The Principles of Psychology, Holt, New York, NY, U.S.A., 1890.

Conferences with full paper or abstract

2004

Henning Müller, Patrick Ruch, David McG. Squire, Christian Lovis and Antoine Geissbuhler, Using open source software for medical image retrieval, In Proceedings of the 11th World Congress on Medical Informatics (MEDINFO 2004), San Francisco, CA, USA, September 7-11 2004. (poster)

2000

Wolfgang Müller, Stéphane Marchand-Maillet, Henning Müller and Thierry Pun, Towards a fair benchmark for image browsers, In John R. Smith, Chinh Le, Sethuraman Panchanathan and C.-C. Jay Kuo eds., Internet Multimedia Management Systems, Boston, Massachusetts, USA, Vol. 4210 of SPIE Proceedings, November 6-7 2000. (IT 2000, SPIE Conference on Information Technologies)

Henning Müller, Wolfgang Müller, David Squire, Stéphane Marchand-Maillet and Thierry Pun, Lernen von Merkmalsgewichtungen beim inhaltsbasierten Suchen in grossen Bilddatenbanken (Content-based image retrieval), In Proceedings of the Fachwissenschaftlicher Informatik-Kongress, Bad Schussenried, Germany, pp. 304-307, October 2000.

Wolfgang Müller, Zoran Pecenovic, Henning Müller, Stéphane Marchand-Maillet, Thierry Pun, David McG. Squire, Arjen P. de Vries and Christoph Giess, MRML: An Extensible Communication Protocol for Interoperability and Benchmarking of Multimedia Information Retrieval Systems, In John R. Smith, Chinh Le, Sethuraman Panchanathan and C.-C. Jay Kuo eds., Internet Multimedia Management Systems, Boston, Massachusetts, USA, Vol. 4210 of SPIE Proceedings, November 6-7 2000. (IT 2000, SPIE Conference on Information Technologies)

1999

Henning Müller, David McG. Squire, Wolfgang Müller and Thierry Pun, Content-based image retrieval, bildinhaltsbasiertes Suchen in großen Bilddatenbanken, In Informatiktage 99, Bad Schussenried, Germany, 12-13 November 1999.

Henning Müller, David McG. Squire, Wolfgang Müller and Thierry Pun, Efficient access methods for content-based image retrieval with inverted files, In Sethuraman Panchanathan, Shih-Fu Chang and C.-C. Jay Kuo eds., Multimedia Storage and Archiving Systems IV (VV02), Boston, Massachusetts, USA, Vol. 3846 of SPIE Proceedings, September 20-22 1999. (SPIE Symposium on Voice, Video and Data Communications)

Wolfgang Müller, David McG. Squire, Henning Müller and Thierry Pun, Hunting moving targets: an extension to Bayesian methods in multimedia databases, In Sethuraman Panchanathan, Shih-Fu Chang and C.-C. Jay Kuo eds., Multimedia Storage and Archiving Systems IV (VV02), Boston, Massachusetts, USA, Vol. 3846 of SPIE Proceedings, September 20-22 1999. (SPIE Symposium on Voice, Video and Data Communications)

Yi Tao and W.I. Grosky, Object-Based Image Retrieval Using Point Feature Maps, In Proceedings of the International Conference on Database Semantics (DS-8), Rotorua, New Zealand, pp. 59-73, January 1999.

1998

David McG. Squire, Using human partitionings of image sets to learn a similarity-based distance measure for the organization of image databases, In C.-C. Jay Kuo, Shih-Fu Chang and Sethuraman Panchanathan eds., Multimedia Storage and Archiving Systems III (VV02), Boston, Massachusetts, USA, Vol. 3527 of SPIE Proceedings, pp. 80-88, November 1998. (SPIE Symposium on Voice, Video and Data Communications)

Ph.D. Theses

2004

Denny, Visualizations of Cluster Changes by Comparing Self-Organizing Maps. Master's Minor Thesis, School of Computer Science and Software Engineering, Monash University, 900 Dandenong Road Caulfield, Victoria 3145, Australia, July 2004.

Ji Tran, Segmentation of Dermatological Images using Mixture Models and Markov Random Fields. Honours Thesis, School of Computer Science and Software Engineering, Monash University, Clayton, Victoria, Australia, November 2004.
Supervised by Dr. David Squire

Nadia Trojan, CBIR-based Dermatology Diagnostic Assistant. Honours Thesis, School of Computer Science and Software Engineering, Monash University, Clayton, Victoria, Australia, November 2004.
Supervised by Dr. David Squire

2001

Tim Kam Lee, Measuring Border Irregularity and Shape of Cutaneous Melanocytic Lesions. Ph.D. Thesis, School of Computing Science, Simon Fraser University, Burnaby BC Canada V5A 1S6, January 2001.

2000

Ravi Bansal, Information Theoretic Integrated Segmentation and Registration of Dual 2D Portal Images and 3D CT Images. Ph.D. Thesis, Departments of Diagnostic Radiology and Electrical Engineering, Yale School of Medicine, Yale University, Brady Memorial Laboratory Room 332, 310 Cedar Street, PO Box 208042, New Haven, CT 06520-8042, USA, May 2000.

John M. Zachary, An Information Theoretic Approach to Content Based Image Retrieval. Ph.D. Thesis, Department of Computer Science, Louisiana State University, 298 Coates Hall, Baton Rouge, LA 70803, USA, September 2000.

1999

Philippe Schmid, Segmentation & Symmetry Measure for Image Analysis: Application to Digital Dermatoscopy. Ph.D. Thesis, Département d'Électricité, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland, 1999.

1998

Alexander Dimai, Scene Configuration Based Preattentive Similarity Assessments for Content Based Image Retrieval. Ph.D. Thesis, Communications Technology Laboratory, Swiss Federal Institute of Technology, ETH, CH-8092 Zürich, Switzerland, February 1998.

Sergei Startchik, Geometric and Illumination Invariant Object Representation: Application to Content-based Image Retrieval. Ph.D. Dissertation No. 3009, University of Geneva, Switzerland, July 1998.

1997

Zoran Pecenovic, Image retrieval using Latent Semantic indexing. Final year graduate thesis, AudioVisual Communications Lab, Ecole Polytechnique Fédérale de Lausanne, Switzerland, June 1997.

John Smith, Integrated Spacial and Feature Image Systems: Retrieval, Compression and Analysis. Ph.D. Thesis, Graduate School of Arts and Sciences, Columbia University, 2960 Broadway, New York, NY, USA, 1997.

1996

Thomas Minka, An Image Database Browser that Learns from User Interaction. Masters Thesis, MIT Media Laboratory, 20 Ames St., Cambridge, MA 02139, 1996.

David McG. Squire, Model-based Neural Networks for Invariant Pattern Recognition. Ph.D. Thesis, School of Computing, Curtin University of Technology, Perth, Western Australia, October 1996.
(Submitted 1996, awarded March 19th, 1997)

1985

Jose Luis Marroquin, Probabilistic Solution of Inverse Problems. Ph.D. Thesis, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, USA, September 1985.

Technical Reports

2010

Nayyar Abbas Zaidi, David McG. Squire and David Suter, A Simple Gradient-based Metric Learning Algorithm for Object Recognition. Tech. Rep. 2010/256, Clayton School of Information Technology, Monash University, Clayton Campus, Melbourne, 3800, Australia, 2010.

2003

Laurence Bull, David McG. Squire, Jan Newmarch and Yuliang Zheng, Grouping Verifiable Content for Selective Disclosure using XML Signatures. Tech. Rep. 2003/137, School of Computer Science and Software Engineering, Monash University, 900 Dandenong Road, Caulfield, Victoria 3145, Australia, 2003.

Laurence Bull, David McG. Squire and Yuliang Zheng, A Hierarchical Extraction Policy for Content Extraction Signatures. Tech. Rep. 2003/147, School of Computer Science and Software Engineering, Monash University, 900 Dandenong Road, Caulfield, Victoria 3145, Australia, 2003.

Andre Oboler, David McG. Squire and Kevin B. Korb, Why don't we practice what we teach? Engineering Software for Computer Science Research in Academia. Tech. Rep. 2003/139, School of Computer Science and Software Engineering, Monash University, 900 Dandenong Road, Caulfield, Victoria 3145, Australia, 2003.

2002

Laurence Bull, Peter Stanski and David McG. Squire, Content Extraction Signatures using XML Digital Signatures and Custom Transforms On-Demand. Tech. Rep. 2002/129, School of Computer Science and Software Engineering, Monash University, 900 Dandenong Road, Caulfield, Victoria 3145, Australia, 2002.

Imola K. Fodor, A survey of dimension reduction techniques. Tech. Rep. UCRL-ID-148494, Center for Applied Scientific Computing, Lawrence Livermore National Laboratory, P.O. Box 808, L-560, Livermore, CA 94551, USA, June 2002.

2001

Byron E. Dom, An Information-Theoretic External Cluster-Validity Measure. Tech. Rep. RJ 10219, IBM Research Division, IBM Almaden Research Center, 650 Harry Rd., San Jose, California 95120-6099, USA, October 2001.

Henning Müller, Wolfgang Müller, Stéphane Marchand-Maillet, David McG. Squire and Thierry Pun, Automated benchmarking in content-based image retrieval. Tech. Rep. 01.01, Computer Vision Group, Computing Centre, University of Geneva, rue Général Dufour, 24, CH-1211 Genève, Switzerland, May 2001.

2000

Sumit Basu, ICA: A Critical Review of Three Prominent Approaches. Perceptual Computing Section, The MIT Media Laboratory, 20 Ames St., Cambridge, MA 02139 USA, April 25 2000.

Wolfgang Müller, Henning Müller, Stéphane Marchand-Maillet, Thierry Pun, David McG. Squire, Zoran Pecenovic, Christoph Giess and Arjen P. de Vries, MRML: A Communication Protocol for Content-Based Image Retrieval. Tech. Rep. 00.02, Computer Vision Group, Computing Centre, University of Geneva, rue Général Dufour, 24, CH-1211 Genève, Switzerland, March 2000.

Henning Müller, Wolfgang Müller, David McG. Squire, Stéphane Marchand-Maillet and Thierry Pun, Long-Term Learning from User Behavior in Content-Based Image Retrieval. Tech. Rep. 00.04, Computer Vision Group, Computing Centre, University of Geneva, rue Général Dufour, 24, CH-1211 Genève, Switzerland, March 2000.

Henning Müller, Wolfgang Müller, David McG. Squire, Stéphane Marchand-Maillet and Thierry Pun, Strategies for positive and negative relevance feedback in image retrieval. Tech. Rep. 00.01, Computer Vision Group, Computing Centre, University of Geneva, rue Général Dufour, 24, CH-1211 Genève, Switzerland, January 2000.

Henning Müller, Wolfgang Müller, David McG. Squire, Zoran Pecenovic, Stéphane Marchand-Maillet and Thierry Pun, An Open Framework for Distributed Multimedia Retrieval. Tech. Rep. 00.03, Computer Vision Group, Computing Centre, University of Geneva, rue Général Dufour, 24, CH-1211 Genève, Switzerland, March 2000.

1999

Donald Geman and Roland Moquet, A Stochastic Feedback Model for Image Retrieval. Technical report, Ecole Polytechnique, 91128 Palaiseau Cedex, France, 1999.

Henning Müller, Wolfgang Müller, David McG. Squire and Thierry Pun, Performance Evaluation in Content-Based Image Retrieval: Overview and Proposals. Tech. Rep. 99.05, Computer Vision Group, Computing Centre, University of Geneva, rue Général Dufour, 24, CH-1211 Genève, Switzerland, December 1999.

Wolfgang Müller, Zoran Pecenovic, Arjen P. de Vries, David McG. Squire, Henning Müller and Thierry Pun, MRML: Towards an extensible standard for multimedia querying and benchmarking - Draft Proposal. Tech. Rep. 99.04, Computer Vision Group, Computing Centre, University of Geneva, rue Général Dufour, 24, CH-1211 Genève, Switzerland, October 1999.

Wolfgang Müller, David McG. Squire, Henning Müller and Thierry Pun, Hunting moving targets: an extension to Bayesian methods in multimedia databases. Tech. Rep. 99.03, Computer Vision Group, Computing Centre, University of Geneva, rue Général Dufour, 24, CH-1211 Genève, Switzerland, July 1999.

Henning Müller, David McG. Squire, Wolfgang Müller and Thierry Pun, Efficient access methods for content-based image retrieval with inverted files. Tech. Rep. 99.02, Computer Vision Group, Computing Centre, University of Geneva, rue Général Dufour, 24, CH-1211 Genève, Switzerland, July 1999.

Javier Portilla and Eero P. Simoncelli, Texture Representation and Synthesis Using Correlation of Complex Wavelet Coefficient Magnitudes. Tech. Rep. 54, Consejo Superior de Investigaciones Cientificas (CSIC), Madrid, 29 March 1999.

David McG. Squire, Henning Müller and Wolfgang Müller, Improving Response Time by Search Pruning in a Content-Based Image Retrieval System, Using Inverted File Techniques. Tech. Rep. 99.01, Computer Vision Group, Computing Centre, University of Geneva, rue Général Dufour, 24, CH-1211 Genève, Switzerland, February 1999.

1998

Jeff A. Bilmes, A Gentle Tutorial of the EM Algorithm and its Application to Parameter Estimation for Gaussian Mixture and Hidden Markov Models. Tech. Rep. TR-97-021, Computer Science Division, Department of Electrical Engineering and Computer Science, U.C. Berkeley, April 1998.

Minh N. Do, Invariant Image Retrieval using Wavelet Maxima Moment. Doctoral School Project Report, Laboratory for Audio-Visual Communications, Swiss Federal Institute of Technology, Lausanne, June 1998.

Chris Fraley and Adrian E. Raftery, How many clusters? Which clustering method? - Answers via Model-Based Cluster Analysis. Tech. Rep. 329, Department of Statistics, Univerisity of Washington, Box 354322, Seattle, WA 98195-4322 USA, February 1998.

K. Sparck Jones, S. Walker and S. E. Robertson, A probabilistic model of information retrieval: development and status. Tech. Rep. TR-446, Computer Laboratory, University of Cambridge, New Museums Site, Pembroke Street, Cambridge CB2 3QG, UK, 1998.

MPEG Requirements Group, MPEG-7: Context and Objectives (version 10 Atlantic City). Doc. No. ISO/IEC JTC1/SC29/WG11, International Organisation for Standardisation, October 1998.

David McG. Squire, Generalization performance of factor analysis techniques used for image database organization. Tech. Rep. 98.01, Computer Vision Group, Computing Centre, University of Geneva, rue Général Dufour, 24, CH-1211 Genève, Switzerland, January 1998.

David McG. Squire, Learning a similarity-based distance measure for image database organization from human partitionings of an image set. Tech. Rep. 98.03, Computer Vision Group, Computing Centre, University of Geneva, rue Général Dufour, 24, CH-1211 Genève, Switzerland, April 1998.

David McG. Squire, Wolfgang Müller and Henning Müller, Relevance feedback and term weighting schemes for content-based image retrieval. Tech. Rep. 98.05, Computer Vision Group, Computing Centre, University of Geneva, rue Général Dufour, 24, CH-1211 Genève, Switzerland, December 1998.

David McG. Squire, Wolfgang Müller, Henning Müller and Jilali Raki, Content-based query of image databases, inspirations from text retrieval: inverted files, frequency-based weights and relevance feedback. Tech. Rep. 98.04, Computer Vision Group, Computing Centre, University of Geneva, rue Général Dufour, 24, CH-1211 Genève, Switzerland, November 1998.

1997

Thomas F. El-Maraghi, An Implementation of Heeger and Bergen's Texture Analysis/Synthesis Algorithm. Department of Computer Science, University of Toronto, Sandford Fleming Building, 10 King's College Road, Toronto, Ontario, 1997.

Qin He, An Evaluation on MARS - an Image Indexing and Retrieval System. Graduate School of Library and Information Science, University of Illinois at Urbana-Champaign, Champaign, IL 61820, USA, 1997.

Rajesh P. N. Rao and Dana H. Ballard, Localized Receptive Fields May Mediate Transformation-Invariant Recognition in the Visual Cortex. Tech. Rep. 97.2, Department of Computer Science, University of Rochester, Rochester, NY 14627, May 1997.

David McG. Squire and Terry M. Caelli, Invariance Signatures: Characterizing contours by their departures from invariance. Tech. Rep. 97.04, Computer Vision Group, Computing Centre, University of Geneva, rue Général Dufour, 24, CH-1211 Genève, Switzerland, April 1997.

David McG. Squire and Thierry Pun, Using human partitionings of an image set to learn a similarity-based distance measure. Tech. Rep. 97.06, Computer Vision Group, Computing Centre, University of Geneva, rue Général Dufour, 24, CH-1211 Genève, Switzerland, November 1997.

David McG. Squire and Thierry Pun, Assessing Agreement Between Human and Machine Clusterings of Image Databases. Tech. Rep. 97.03, Computer Vision Group, Computing Centre, University of Geneva, rue Général Dufour, 24, CH-1211 Genève, Switzerland, April 1997.

1996

Trevor Hastie and Robert Tibshirani, Classification by Pairwise Coupling. Stanford University and University of Toronto, November 1996.

Steve Lawrence, C. Lee Giles and Ah Chung Tsoi, What Size Neural Network Gives Optimal Generalization? Convergence Properties of Backpropagation. Tech. Rep. CS-TR-3617, Department of Electrical and Computer Engineering, University of Queensland, St. Lucia 4072, Australia, 1996.

Robert Tibshirani, Bias, variance and prediction error for classification rules. University of Toronto, November 1996.

Geoffrey E. Vanderkooy, Line Matching for Uncalibrated Cameras Using Projective Invariants. Vision and Electronic Measurement Laboratory, Department of Mechanical Engineering, University of Victoria, Canada, 1996.

David A. White and Ramesh Jain, Algorithms and Strategies for Similarity Retrieval. Tech. Rep. VCL-96-101, Visual Computing Laboratory, University of California, San Diego, 9500 Gilman Drive, Mail Code 0407, La Jolla, CA 92093-0407, July 1996.

1995

Steven M. Boker, The Representation of Color Metrics and Mappings in Perceptual Color Space. Department of Psychology, The University of Virginia, Charlottesville, Virginia 22903, 1995.

Christos Faloutsos and Douglas W. Oard, A Survey of Information Retrieval and Filtering Methods. Tech. Rep. CS-TR-3514, Department of Computer Science, University of Maryland, College Park, MD 20742, 1995.

Robert S. Gray, Content-based image retrieval: color and edges. Tech. Rep. PCS-TR95-252, Dartmouth College, Computer Science, Hanover, NH, March 1995.

Rosalind W. Picard, Toward a Visual Thesaurus. Tech. Rep. 358, MIT Media Laboratory Perceptual Computing Section, 20 Ames St., Cambridge MA 02139, 1995.

Stan Sclaroff, World Wide Web Image Search Engines. Tech. Rep. 95-016, Computer Science Department, Boston University, 111 Cummington St., Boston, MA, USA, May 1995.

O. Winther, B. Lautrup and J-B. Zhang, Optimal Learning in Multilayer Neural Networks. Tech. Rep. 95-200, CERN, Theory Division, 1211 Genève 23, Switzerland, August 1995.

1994

Jerome H. Friedman, Flexible Metric Nearest Neighbor Classification. Department of Statistics and Stanford Linear Accelerator Center, Stanford University, Stanford, CA 94305, USA, November 1994.

L.K. Hansen, B. Lautrup, I. Law, N. Mørch and J. Thomsen, Extremely Ill-posed Learning. CONNECT, August 1994.

1993

Kenji Doya, Universality of Fully-Connected Recurrent Neural Networks. Department of Biology, University of California, San Diego, La Jolla, CA 92093-0322, USA, February 1993.

1992

Thomas Fontaine and Lokendra Shastri, Character Recognition Using a Modular Spatiotemporal Connectionist Model. Tech. Rep. MS-CIS-92-24, University of Pennsylvania, Philadelphia, PA 19104-6389, March 1992.

A.H. Gee and R. W. Prager, Alternative Energy Functions for Optimizing Neural Networks. Tech. Rep. CUED/F-INFENG/TR 95, Cambridge University Engineering Department, Trumpington St., Cambridge CB2 1PZ, England, March 1992.

Sean B. Holden and Martin Anthony, Quantifying Generalization in Linearly Weighted Neural Networks. Tech. Rep. LSE-MPS-42, London School of Economics Mathematics, December 1992.

Gary McGraw, Letter Spirit: Recognition and Creation of Letterforms Based on Fluid Concepts. Department of Computer Science, Indiana University, Bloomington, Indiana 47405, June 1992.

Mattias Ohlsson, Extensions and Explorations of the Elastic Arms Algorithm. Tech. Rep. LU TP 92-28, Department of Theoretical Physics, University of Lund, Sölvegatan 14A, S-22362 Lund, Sweden, December 1992.

1991

Scott E. Fahlman, The Recurrent Cascade-Correlation Architecture. Tech. Rep. CMU-CS-91-100, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA 15213, May 1991.

Markus Hoefeld and Scott E. Fahlman, Learning with Limited Numerical Precision Using the Cascade-Correlation Algorithm. Tech. Rep. CMU-CS-91-130, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA 15213, May 1991.

Bruce MacLennan, Characteristics of Connectionist Knowledge Representation. Tech. Rep. CS-91-147, Computer Science Department, University of Tennessee, Knoxville, November 1991.

William H. Press, Wavelet Transforms. Tech. Rep. 3184, Harvard-Smithsonian Center for Astrophysics, 1991.

Gerard Salton, The State of Retrieval System Evaluation. Tech. Rep. 91-1206, Department of Computer Science, Cornell University, Ithaca, New York 14853-7501, May 1991.

1990

Scott E. Fahlman and Christian Lebiere, The Cascade-Correlation Learning Architecture. Tech. Rep. CMU-CS-90-100, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, February 1990.

1989

S. K. M. Wong, Y. Y. Yao, Gerard Salton and Chris Buckley, Formalization and Evaluation of Linear Relevance Feedback. Tech. Rep. 89-992, Department of Computer Science, Cornell University, Ithaca, New York 14853-7501, April 1989.

1988

Scott E. Fahlman, An Empirical Study of Learning Speed in Back-Propagation Networks. Tech. Rep. CMU-CS-88-162, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA 15213, September 1988.

1987

Gerard Salton and Chris Buckley, Term Weighting Approaches in Automatic Text Retrieval. Tech. Rep. 87-881, Department of Computer Science, Cornell University, Ithaca, New York 14853-7501, November 1987.

1981

Harry Wu and Gerard Salton, A Comparison of Search Term Weighting: Term Relevance vs. Inverse Document Frequency. Tech. Rep. 81-457, Department of Computer Science, Cornell University, Ithaca, New York 14853-7501, April 1981.

1975

K. Sparck Jones and C.J. van Rijsbergen, Report on the need for and provision of an ideal information retrieval test collection. British Library Research and Development Report No. 5266, Computer Laboratory, University of Cambridge, 1975.

1974

Marvin Minsky, A Framework for Representing Knowledge. MIT-AI Laboratory Memo No. 306, MIT Artificial Intelligence Laboratory, 200 (545) Technology Square, MIT Building NE43, Cambridge, MA 02139 USA, June 1974. (Reprinted in The Psychology of Computer Vision, P. Winston (Ed.), McGraw-Hill, 1975)

1966

C. W. Cleverdon, L. Mills and M. Keen, Factors Determining the Performance of Indexing Systems. Cranfield Project, Cranfield, 1966.

Other

2001

Sun Smart, Outdoor Workers and Skin Cancer. Fact Sheet, Outdoor Worker Series #3, Anti-Cancer Council of Victoria, 1 Rathdowne Street, Carlton, VIC 3053, Australia, 2001.

2000

The Cancer Council Australia, Working Together Against Cancer. Profile and 2000 Annual Report, Level 4, 70 William Street, East Sydney, NSW 2011, Australia, 2000.

Wolfgang Müller, Henning Müller, Stéphane Marchand-Maillet, Thierry Pun, David McG. Squire, Zoran Pecenovic, Christof Giess and Arjen P. de Vries, MRML: A communication protocol for content-based multimedia retrieval. Proposal, ISO/IEC JTC1/SC29/WG11, MPEG00/M6099, 52nd Meeting of the International Organization for Standardization, Coding of Audio, Picture, Multimedia and Hypermedia Information Working Group, Geneva., May 30-June 2 2000.

1999

Corbis - The Place for Pictures on the Internet. URL: http://www.corbis.com/, 1999.

Corel Clipart & Photos. web page:http://www.corel.com/products/clipartandphotos/, 1999.

Text REtrieval Conference (TREC). web page:http://trec.nist.gov/, 1999.

IMatch - Image Matching for the Desktop. URL: http://www.mwlabs.de/, 1999.

ImageFish! image search engine. URL: http://www.tofish.net/, 1999.

Annotated Groundtruth Database. Department of Computer Science and Engineering, University of Washington, web page: http://www.cs.washington.edu/research/imagedatabase/groundtruth/, 1999.

Ralph Braun, Personal communication, 1999.

Australian Institute of Health and Welfare (AIHW), Melanoma rates highest in world-and rising. AIHW Press Release, Canberra, Australia, January 20 1999.

1998

QBIC^TM - IBM's Query By Image Content. web page: http://wwwqbic.almaden.ibm.com/~qbic/, 1998.

Excalibur Visual RetrievalWare. web page: http://www.excalib.com/products/vrw/vrw.html, 1998.

Virage Visual Information Retrieval Image Engine. web page: http://www.virage.com/market/vir.html, 1998.

1997

Excalibur Visual RetrievalWare SDK 2.1 Technical Summary. web page: http://www.excalib.com, 1997.

Bruce W. Croft and Howard R. Turtle, Introduction to Information Retrieval. Postgraduate Course: Ecole de printemps, 3ème cycle romand d'informatique, Leysin, Switzerland, March 1997.

Bernhard Ganter and Rudolf Wille, Applied Lattice Theory: Formal Concept Analysis. On-line preprint: http://www.math.tu-dresden.de/~ganter/psfiles/concept.ps, 1997. Last accessed: 14 November 2003

Jakob Nielsen, The Need for Speed. Alertbox (web page: http://www.useit.com/alertbox/9703a.html), March 1997.

1996

MIRA: Evaluation Frameworks for Interactive Multimedia Retrieval Applications. Esprit Working Group 20039.. web page:http://www.dcs.gla.ac.uk/mira/, 1996.

1995

VisTex: Vision Texture Database. Maintained by the Vision and Modeling group at the MIT Media Lab. web page:http://whitechapel.media.mit.edu/vismod/, 1995.

1994

Peter Williams and Thorsten Schnier, The Harvard Family of Bibliography Styles. LaTeX 2e package documentation, June 21 1994. (last accessed July 24, 2002)

accessed August 11, 2000

Warren S. Sarle (maintainer), Neural Networks FAQ. ftp://ftp.sas.com/pub/neural/FAQ.html, accessed August 11, 2000.

accessed August 24, 2000

Eric W. Weisstein, Eric Weisstein's World of Mathematics. http://mathworld.wolfram.com/, accessed August 24, 2000.

last accessed: April 2004

Eric W. Weisstein, Metric Space. From MathWorld-A Wolfram Web Resource. http://mathworld.wolfram.com/MetricSpace.html, last accessed: April 2004.