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

2013

@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 =	{http://dx.doi.org/10.1109/CBMI.2013.6576572},
	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
	published.},
}