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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.

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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
Related URLs:
URLURL TypeDescription DOIArticle
Belongie, S.0000-0002-0388-5217
Perona, P.0000-0002-7583-5809
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.
Funding AgencyGrant Number
Advanced Research Projects Agency (ARPA)UNSPECIFIED
Office of Naval Research (ONR)N00014-92-J-1860
Series Name:International Conference on Pattern Recognition
Record Number:CaltechAUTHORS:20120306-154819133
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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:
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:29608
Deposited By: Ruth Sustaita
Deposited On:12 Mar 2012 22:08
Last Modified:09 Mar 2020 13:18

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