Title
Wavelet correlation signatures for color texture characterisation Wavelet correlation signatures for color texture characterisation
Author
Faculty/Department
Faculty of Sciences. Physics
Publication type
article
Publication
Oxford ,
Subject
Computer. Automation
Source (journal)
Pattern recognition. - Oxford
Volume/pages
32(1999) :3 , p. 443-451
ISSN
0031-3203
ISI
000078813500010
Carrier
E
Target language
English (eng)
Full text (Publishers DOI)
Affiliation
University of Antwerp
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.
E-info
https://repository.uantwerpen.be/docman/iruaauth/657b49/cc72328.pdf
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