红外与激光工程, 2003, 32 (5): 484, 网络出版: 2006-04-28
基于Gabor环滤波的纹理分割方法
Texture segmentation method based on Gabor ring filtering
摘要
针对纹理分割问题,提出了一种在频率域呈环形分布的Gabor滤波器组(Gabor环)的设计方法,在能量意义下给出了自适应选择滤波环带的步骤,并给出了经Gabor滤波后纹理特征的计算公式.根据给定Gabor滤波器环具有的多方向特性对不同纹理图像进行滤波,然后计算滤波后各点特征,并利用这些多方向特征进行纹理分割.实验表明该方法能取得较好的分割效果,并具有很强的通用性.
Abstract
A design of Gabor filters which are distributed as a ring on the frequency domain is proposed. In the sense of energy, the selection procedure of adaptive filtering ring and feature extraction expression after Gabor filtering are presented. After multi-orientation filtering with the Gabor ring, texture features of every pixel are derived and segmentation is performed. Experiments show that better results can be obtained.
盛文, 夏斌. 基于Gabor环滤波的纹理分割方法[J]. 红外与激光工程, 2003, 32(5): 484. 盛文, 夏斌. Texture segmentation method based on Gabor ring filtering[J]. Infrared and Laser Engineering, 2003, 32(5): 484.