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Multiscale texture classification using dual-tree complex wavelet transform
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Çelik, Turgay and Tjahjadi, Tardi (2009) Multiscale texture classification using dual-tree complex wavelet transform. Pattern Recognition Letters, Vol.30 (No.3). pp. 331-339. doi:10.1016/j.patrec.2008.10.006 ISSN 0167-8655.
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WRAP_Tjahjadi_131211-celiktjahjadiprl2009.pdf - Accepted Version - Requires a PDF viewer. Download (5Mb) |
Official URL: http://dx.doi.org/10.1016/j.patrec.2008.10.006
Abstract
This paper presents a multiscale texture classifier that exploits the Gabor-like properties of the dual-tree complex wavelet transform, shift invariance and six directional subbands at each scale, and uses a feature vector comprising of a variance and an entropy at different scales of each of the directional subbands. Experimental results demonstrate its robustness against noise and a higher classification accuracy than a discrete wavelet transform based classifier.
Item Type: | Journal Article | ||||
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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 | ||||
Library of Congress Subject Headings (LCSH): | Image processing -- Digital techniques, Wavelets (Mathematics), Texture mapping | ||||
Journal or Publication Title: | Pattern Recognition Letters | ||||
Publisher: | Elsevier BV | ||||
ISSN: | 0167-8655 | ||||
Official Date: | 1 February 2009 | ||||
Dates: |
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Volume: | Vol.30 | ||||
Number: | No.3 | ||||
Number of Pages: | 9 | ||||
Page Range: | pp. 331-339 | ||||
DOI: | 10.1016/j.patrec.2008.10.006 | ||||
Status: | Peer Reviewed | ||||
Publication Status: | Published | ||||
Access rights to Published version: | Restricted or Subscription Access | ||||
Date of first compliant deposit: | 13 December 2015 | ||||
Date of first compliant Open Access: | 13 December 2015 | ||||
Funder: | University of Warwick Vice Chancellor Scholarship |
Data sourced from Thomson Reuters' Web of Knowledge
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