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

1997

@inproceedings{PHB1997,
	vgclass =	{refpap},
	vgproject =	{cbir},
	author =	{Jan Puzicha and Thomas Hofmann and Joachim M. Buhmann},
	title =	{Non-parametric similarity measures for unsupervised
	texture segmentation and image retrieval},
	booktitle =	{Proceedings of the 1997 IEEE Conference on Computer Vision and Pattern Recognition (CVPR'97)},
	address =	{San Juan, Puerto Rico},
	pages =	{267--272},
	month =	{June},
	year =	{1997},
	url =	{http://ieeexplore.ieee.org/iel3/4821/13322/00609331.pdf},
	abstract =	{In this paper we propose and examine non-parametric
	statistical tests to define similarity and homogeneity measures for
	textures. The statistical tests are applied to the coefficients of
	images filtered by a multi-scale Gabor filter bank. We demonstrate that
	these similarity measures are useful for both, texture based image
	retrieval and for unsupervised texture segmentation, and hence offer a
	unified approach to these closely related tasks. We present results on
	Brodatz-like micro-textures and a collection of real-word images.},
}