Invariant texture segmentation via circular Gabor filters

Jainguo Zhang Jainguo Zhang,Li Ma Li Ma,Tieniu Tan Tieniu Tan

doi:10.1109/icpr.2002.1048450

Invariant texture segmentation via circular Gabor filters

Jainguo Zhang Jainguo Zhang, Li Ma Li Ma + Show 1 more

Open Access

https://doi.org/10.1109/icpr.2002.1048450

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Publication Date: Dec 10, 2002

Citations: 106

Affiliation: Institute of Automation

#Rotation Invariant Texture Features #Circular Gabor Filters + Show 8 more

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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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