UNSPECIFIED (2002) Texture classification using discriminant wavelet packet subbands. In: 45th Midwest Symposium on Circuits and Systems (MWSCAS 2002), AUG 04-07, 2002, TULSA, OK.

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Abstract

This paper addresses the issue of selecting features from a given wavelet packet subband decomposition that are most useful for texture classification in an image. A functional measure based on Kullback-Leibler distance is proposed as a way to select most discriminant subbands. Experimental results show a superior performance in terms of classification error rates.

Item Type:	Conference Item (UNSPECIFIED)
Subjects:	Q Science > QA Mathematics > QA76 Electronic computers. Computer science. Computer software T Technology > TK Electrical engineering. Electronics Nuclear engineering T Technology > TR Photography
Journal or Publication Title:	2002 45TH MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOL III, CONFERENCE PROCEEDINGS
Publisher:	IEEE
ISBN:	*************
Date:	2002
Number of Pages:	4
Page Range:	pp. 300-303
Publication Status:	Published
Title of Event:	45th Midwest Symposium on Circuits and Systems (MWSCAS 2002)
Location of Event:	TULSA, OK
Date(s) of Event:	AUG 04-07, 2002
URI:	http://wrap.warwick.ac.uk/id/eprint/8981

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