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Rotation Invariant Texture Recognition Using a Steerable Pyramid

Greenspan, H. and Belongie, S. and Goodman, R. and Perona, P. (1994) Rotation Invariant Texture Recognition Using a Steerable Pyramid. In: Proceedings of the 12th IAPR International Conference on Pattern Recognition. International Conference on Pattern Recognition. IEEE Computer Society Press , Los Alamitos, CA, pp. 162-167. ISBN 0-8186-6270-0 http://resolver.caltech.edu/CaltechAUTHORS:20120306-154819133

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Abstract

A rotation-invariant texture recognition system is presented. A steerable oriented pyramid is used to extract representative features for the input textures. The steerability of the filter set allows a shift to an invariant representation via a DFT-encoding step. Supervised classification follows. State-of-the-art recognition results are presented on a 30 texture database with a comparison across the performance of the K-nn, back-propagation and rule-based classifiers. In addition, high accuracy estimation of the input rotation angle is demonstrated


Item Type:Book Section
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URLURL TypeDescription
http://dx.doi.org/10.1109/ICPR.1994.576896 DOIUNSPECIFIED
http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=576896&tag=1PublisherUNSPECIFIED
Additional Information:© 1994 IEEE. Date of Current Version: 06 August 2002. This work was supported in part by Pacific Bell, and in part by ARPA and ONR under grant no. N00014-92-J-1860. H. Greenspan was supported in part by an Intel fellowship. P. Perona is supported by NSF Research Initiation grant IRI 9211651 and by an NSF NYI award.
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Funding AgencyGrant Number
Pacific BellUNSPECIFIED
Advanced Research Projects Agency (ARPA)UNSPECIFIED
Office of Naval Research (ONR)N00014-92-J-1860
Intel FellowshipUNSPECIFIED
NSF Research Initiation grantIRI 9211651
NSF NYI AwardUNSPECIFIED
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INSPEC Accession Number4992248
Record Number:CaltechAUTHORS:20120306-154819133
Persistent URL:http://resolver.caltech.edu/CaltechAUTHORS:20120306-154819133
Official Citation:Greenspan, H.; Belongie, S.; Goodman, R.; Perona, P.; , "Rotation invariant texture recognition using a steerable pyramid ," Pattern Recognition, 1994. Vol. 2 - Conference B: Computer Vision & Image Processing., Proceedings of the 12th IAPR International. Conference on , vol.2, no., pp.162-167 vol.2, 9-13 Oct 1994 doi: 10.1109/ICPR.1994.576896 URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=576896&isnumber=12512
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:29608
Collection:CaltechAUTHORS
Deposited By: Ruth Sustaita
Deposited On:12 Mar 2012 22:08
Last Modified:26 Dec 2012 14:55

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