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Invariant texture segmentation via circular gabor filter

Abstract : In this paper, we focus on invariant texture segmentation, and propose a new method using circular Gabor filters (CGF) for rotation invariant texture segmentation. The traditional Gabor function is modified into a circular symmetric version. The rotation invariant texture features are achieved via the channel output of the CGF. A new scheme of the selection of Gabor parameters is also proposed for texture segmentation. Experiments show the efficacy of this method
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Submitted on : Monday, December 20, 2010 - 4:59:01 PM
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Jianguo Zhang, Tieniu Tan. Invariant texture segmentation via circular gabor filter. Proceedings of the 16th IAPR International Conference on Pattern Recognition (ICPR), Aug 2002, Quebec, Canada. pp.901--904, ⟨10.1109/ICPR.2002.1048450⟩. ⟨inria-00548247⟩



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