Publication
Title
Wavelet correlation signatures for color texture characterisation
Author
Abstract
In the last decade, multiscale techniques for gray-level texture analysis have been intensively used. In this paper, we aim to extend these techniques to color images. We introduce wavelet energy-correlation signatures and we derive the transformation of these signatures upon linear color space transformations. Experiments are conducted on a set of 30 natural colored texture images in which color and gray-level texture classification performances are compared. It is demonstrated that the wavelet correlation features contain more information than the intensity or the energy features of each color plane separately. The influence of image representation in color space is evaluated. (C) 1999 Pattern Recognition Society. Published by Elsevier Science Ltd. All rights reserved.
Language
English
Source (journal)
Pattern recognition. - Oxford
Publication
Oxford : 1999
ISSN
0031-3203
Volume/pages
32:3(1999), p. 443-451
ISI
000078813500010
Full text (Publisher's DOI)
Full text (publisher's version - intranet only)
UAntwerpen
Faculty/Department
Research group
Publication type
Subject
Affiliation
Publications with a UAntwerp address
External links
Web of Science
Record
Identification
Creation 08.10.2008
Last edited 08.07.2017
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