文章基本信息

标题：A Hierarchical Algorithm for Multiphase Texture Image Segmentation
本地全文：下载
作者：Yalin Zheng ; Ke Chen
期刊名称：ISRN Signal Processing
印刷版ISSN：2090-5041
电子版ISSN：2090-505X
出版年度：2012
卷号：2012
DOI：10.5402/2012/781653
出版社：Hindawi Publishing Corporation
摘要：Image segmentation is a fundamental task for many computer vision and image processing applications. There exist many useful and reliable models for two-phase segmentation. However, the multiphase segmentation is a more challenging problem than two phase segmentation, mainly due to strong dependence on initialization of solutions. In this paper we propose a reliable hierarchical algorithm for multiphase texture image segmentation by making full use of two-phase texture models in a fuzzy membership framework. Application of the new algorithm to the synthetic and real medical imaging data demonstrate more satisfactory results than existing algorithms.