Çelik, Turgay and Tjahjadi, Tardi (2010) Texture classification and retrieval based on complex wavelet subbands. In: 25th International Symposium on Computer and Information Sciences (ISCIS2010), London, U.K., Sep 22-24, 2010. Published in: Lecture Notes in Electrical Engineering, Vol.62 (Part 7). pp. 259-264. doi:10.1007/978-90-481-9794-1_50 ISSN 1876-1100.

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Abstract

This paper proposes a multiscale texture classifer which uses features extracted from both magnitude and phase responses of subbands at different resolutions of the dual-tree complex wavelet transform decomposition of a texture image. The mean and entropy in the transform domain are used to form a feature vector. The superior performance and robustness of the proposed classifer is shown for classifying and retrieving texture images from image databases.

Item Type:	Conference Item (Paper)
Subjects:	T Technology > TA Engineering (General). Civil engineering (General) T Technology > TK Electrical engineering. Electronics Nuclear engineering
Divisions:	Faculty of Science, Engineering and Medicine > Engineering > Engineering
Journal or Publication Title:	Lecture Notes in Electrical Engineering
Publisher:	Springer Netherlands
ISSN:	1876-1100
Book Title:	Computer and Information Sciences
Official Date:	2010
Dates:	Date Event 2010 Published
Volume:	Vol.62
Number:	Part 7
Page Range:	pp. 259-264
DOI:	10.1007/978-90-481-9794-1_50
Status:	Not Peer Reviewed
Publication Status:	Published
Access rights to Published version:	Restricted or Subscription Access
Conference Paper Type:	Paper
Title of Event:	25th International Symposium on Computer and Information Sciences (ISCIS2010)
Type of Event:	Other
Location of Event:	London, U.K.
Date(s) of Event:	Sep 22-24, 2010

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