Search results for key=MoS2013c : 1 match found.

2013

• @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 =	{http://dx.doi.org/10.1109/DICTA.2013.6691498},
  	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.},
  }