New improvement to range image segmentation algorithm

摘要：

In this paper we presents a novel effective edge-based image segmentation algorithm for range images. It provides edge strength measures that have a straightforward geometric interpretation and supports a classification of edge points into several subtypes. We consider analysis of geometric properties of edge points as the key point to solve the problem of image segmentation. Experiments were performed in a popular range image database and the results were compared to three other traditional range image segmentation algorithms, demonstrating that it could achieve more edge information of the object and overcome the shortcoming of non-connected boundaries to a certain extent.

关键词： range image image segmentation segmentation algorithm

作者: FAN Jianying ZHOU Yang WU Yan WANG Changjin WU Ying JIA Jia

作者单位: Key Laboratory of Measurement-Control Technology & Instrument Harbin University of Science & Technology, Province of Heilongjiang College of Measurement-Control Technology & Communication Engineering, Harbin University of Science & Technology, Harbin 1500

会议类型: 国际会议

会议名称: 第七届国际测试技术研讨会

会议地点: 北京

会议语种:英文

在线出版日期: 2007-08-05（万方平台首次上网日期，不代表论文的发表时间）