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Texture classification and retrieval based on complex wavelet subbands
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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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Official URL: http://dx.doi.org/10.1007/978-90-481-9794-1_50
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) | ||||
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Subjects: | T Technology > TA Engineering (General). Civil engineering (General) T Technology > TK Electrical engineering. Electronics Nuclear engineering |
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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: |
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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Status: | Not Peer Reviewed | ||||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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