Search results for key=MoS2013c : 1 match found.

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  • @inproceedings{MoS2013c,
    	vgclass =	{refpap},
    	author =	{Nabeel Mohammed and Squire, David McG.},
    	title =	{{ICFSIFT}: Improving collection-specific {CBIR} with {ICF}-based local features},
    	booktitle =	{Proceedings of the International Conference on Digital
    	Image Computing: Techniques and Applications (DICTA 2013)},
    	address =	{Hobart, Australia},
    	pages =	{351--358},
    	month =	{November~26--28},
    	year =	{2013},
    	doi =	{},
    	abstract =	{We present a new adaptive local feature, ICFSIFT, which
    	utilises SIFT keypoints and Independent Component Analysis. The ICFSIFT
    	feature combines the keypoint detection, and scale and orientation
    	invariance, of SIFT with the collection-specific adaptive properties of
    	Independent Component Filter (ICF) features. We evaluate the
    	performance of this feature for image retrieval on two standard texture
    	collections, comparing with SIFT features and previously published
    	global ICF features. On both collections the ICFSIFT features perform
    	best. We also show that combining these ICFSIFT features with the
    	ICF-based global features further improves CBIR performance.},