Cell Image Segmentation Based on An Improved Watershed Transformation

摘要：

This paper presents an improved watershed segmentation method based on multi-scale edge detection which is applied to cell image segmentation. First, advantage of using morphology for the edge detection is discussed; secondly, multiscale edge detection method is constructed by the weighted combination of morphological operations. After using the multi-scale edge detection method, result is taken as the input of watershed segmentation, then implements region merging to get the final result. Experimental results show that the method can provide precise and closed region contour.

关键词： ceil image segmentation multi-scale edge detection watershed transform

作者: Shu Li Lei Wu Yang Sun

作者单位: Faculty of Information Management and Information System(Medical) China Medical University College of Information Engineering Liaoning University of Traditional Chinese Medicine, Shenyang, Ch Software College Shenyang Normal University, Shenyang, China

会议类型: 国际会议

会议名称: International Conference on Computational Aspects of Social Networks(国际社会网络计算会议 CASoN 2010)

会议地点: 太原

会议语种:英文

页码: 93-96

在线出版日期: 2010-09-26（万方平台首次上网日期，不代表论文的发表时间）