Invariant Texture Segmentation Via Circular Gabor Filters

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.

• Type: Conference
• Year: 2002
• Where: ICPR
• Authors: Jianguo Zhang, Tieniu Tan, Li Ma
• Keywords: ICPR 2002, Invariant Texture, Invariant Texture Segmentation, Rotation Invariant Texture