Image Segmentation Based on Global Extraction and Local Repair of Boundaries

摘要：

As the edge lines obtained from the Cannys edge detection operator are not closed, it difficult to use the edge map for the image segmentation. Moreover, the detection result contains some edge lines have nothing to do with the target partition, also resulting in poor segmentation results. This paper presents a method combining global edge extrac tion with local edge repair, in conjunction with the morpho logical processing to obtain closed edge lines and remove irrelevant edge. GELR is short for this method.

关键词： Image segmentation Edge detection morphology Canny operator

作者: He Mincong Ling Weixin Zhao Jianhui

作者单位: South China University of Technology, Guangzhou, Guangdong, 510640, China

会议类型: 国际会议

会议名称: 2010 International Conference on Intelligent Computation Technology and Automation(2010 智能计算技术与自动化国际会议 ICICTA 2010)

会议地点: 长沙

会议语种:英文

页码: 1644-1647

在线出版日期: 2010-05-11（万方平台首次上网日期，不代表论文的发表时间）