A New Normalized-cut Image Segmentation Algorithm based on Watershed Transform

摘要：

In this paper an improved image segmentation algorithm based on watershed transform is presented. Firstly the normalized cut method and watershed transform are explained and analyzed. Secondly the idea of the improved algorithm and the main formula are explained. We consider the area and perimeter when we merge adjacent regions. We define a new weight value and discuss the value of the parameter α and β. Finally the experiment result is presented. The new algorithm reduces the nodes and the computational demand of the common normalized cut technique.

关键词： image segmentation Normalized-cut watershed transform

作者: Wang YinLong Lin Kecheng Li Qianjin Li Zhixiang Wang Xiwu

作者单位: The Fifth Department Ordnance Engineering College Shijiazhuang, Hebei Province,China The Fifth Department Ordnance Engineering College Shijiazhuang, Hebei Province, China

会议类型: 国际会议

会议名称: 2010 4th International Conference on Intelligent Information Techonlogy Application(第四届智能信息技术应用国际学术研讨会 IITA 2010)

会议地点: 秦皇岛

会议语种:英文

页码: 5-7

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