A Novel Multiphase Level Set Method to Image Segmentation Combined with Edge Link method

摘要：

A novel method for image segmentation is proposed. Considering the segmentation results obtained by using the multiphase Chan-Vese model are dependent on initial conditions, an edge link method is used to obtain initial curve firstly. Based on the Four Color Theorem, we can assume that in general, at most two level set functions are sufficient to detect and represent distinct intensities. Then we use an improved four phase Chan-Vese model to segment the image. Experimental results of multi-objects image demonstrate the efficiency and accuracy of the algorithm in its segmentation operations.

关键词： Image Segmentation Edge link Level set method

作者: Jijun REN Yachong ZHANG Jun CHE Tao WANG Long SHI Liang ZHANG

作者单位: Science and Technology on Aircraft Control LaboratoryFlight Automatic Control Research InstituteXia Science and Technology on Aircraft Control Laboratory Flight Automatic Control Research Institute Xi

会议类型: 国际会议

会议名称: IEEE 10th International Conference on Industrial Informatics(第十届IEEE工业信息学国际学术会议 INDIN2012)

会议地点: 北京

会议语种:英文

页码: 99-102

在线出版日期: 2012-07-25（万方平台首次上网日期，不代表论文的发表时间）