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Invariant texture segmentation via circular Gabor filter

Invariant texture segmentation via circular Gabor filter

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Original languageEnglish
Title of host publicationProceedings. 16th International Conference on Pattern Recognition 2002
EditorsR. Kasturi, D. Laurendeau, C. Suen
Place of PublicationCalifornia
PublisherIEEE Computer Society
Pages901-904
Number of pages4
Volume2
ISBN (Print)076951695X
DOIs
StatePublished - 2002
Event16th International Conference on Pattern Recognition - Quebec, Canada

Conference

Conference16th International Conference on Pattern Recognition
CountryCanada
CityQuebec
Period11/08/0215/08/02
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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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