关键词: 图像分割, 模糊聚类, 空间信息

Abstract: In the classical fuzzy clustering image segmentation algorithms based on the spatial information, most spatial information is obtained by the square neighborhood windows. In order to better segment the boundary and details of the image, a fuzzy clustering image segmentation algorithm based on the spatial information with different shape neighborhood is proposed in this paper. Firstly, the spatial information is acquired by the circle, triangle and diamond neighborhood windows. Secondly, these three kinds of spatial information are introduced into fuzzy clustering image segmentation with spatial information. The segmentation experiments on Berkeley images show that the performance of fuzzy clustering image segmentation with circle, triangle and diamond neighborhood spatial information separately is better than the method with square neighborhood spatial information.

Key words: image segmentation, fuzzy clustering, spatial information