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

2003

@article{CMT2003,
	vgclass =	{refpap},
	author =	{Dorin Comaniciu and Peter Meer and David Tyler},
	title =	{Dissimilarity computation through low rank corrections},
	journal =	{Pattern Recognition Letters},
	volume =	{24},
	number =	{1--3},
	pages =	{227--236},
	month =	{January},
	year =	{2003},
	url =	{http://dx.doi.org/10.1016/S0167-8655(02)00214-3},
	abstract =	{Most of the energy of a multivariate feature is often
	contained in a low dimensional subspace. We exploit this property for
	the efficient computation of a dissimilarity measure between features
	using an approximation of the Bhattacharyya distance. We show that for
	normally distributed features the Bhattacharyya distance is a
	particular case of the Jensen-Shannon divergence, and thus evaluation
	of this distance is equivalent to a statistical test about the
	similarity of the two populations. The accuracy of the proposed
	approximation is tested for the task of texture retrieval.},
}