Search results for key=MoS2013a : 1 match found.

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  • @inproceedings{MoS2013a,
    	vgclass =	{refpap},
    	author =	{Nabeel Mohammed and Squire, David McG.},
    	title =	{Improved Texture Features for CBIR using Response Scaling
    	and Locally Normalised Convolution},
    	booktitle =	{Proceedings of the 11th International Workshop on
    	Content-Based Multimedia Indexing},
    	address =	{Veszpr\'{e}m, Hungary},
    	pages =	{143--148},
    	month =	{June~17--19},
    	year =	{2013},
    	doi =	{},
    	abstract =	{Independent Component Filters have been shown to be more
    	effective for collection-specific CBIR than generic texture features
    	such as Gabor filter banks. This paper describes changes to a filter
    	selection method and feature extraction process that significantly
    	improve the performance of both ICF- and Gabor filter-based features.
    	We describe, and correct a possible oversight in, a previously
    	published variance-based filter selection method. We also propose the
    	use of locally normalised convolution as a technique to better match
    	texture patterns in images with local intensity differences. We
    	evaluate these changes using a simple CBIR system and our Precision and
    	Recall results are significantly better than those previously