Difference Squared Hausdorff Distance Based Medical Image Registration

摘要：

In medical image registration, Hausdorff distance has only represented the similarity of the feature points of the images, not considered the overall information of the images, and it is sensitive to disturbances and noise. This paper proposes an improved Hausdorff Distance(HD) metric-the Difference Squared Hausdorff Distance(DSHD) metric, taking the whole information of the images as a part of the metric. It adds an overall factor-the difference square between the images, to the traditional Hausdorff distance, and forms DSHD. The experiment results show that the method solves the problem the traditional Hausdorff distance exits, and improves the registration precision.

关键词： Hausdorff Distance Difference Square DSHD Image Registration

作者: Anna Wang Xiyan Sun Xiaoxing Zhou Wenjuan Hu

作者单位: College of Information Science and Engineering Northeastern University Liaoning, Shenyang, 110004, China

会议类型: 国际会议

会议名称: 2011 International Conference on Communication and Electronics Information(ICCEI 2011)(2011年通信和电子信息国际会议)

会议地点: 海口

会议语种:英文

页码: 150-153

在线出版日期: 2011-02-22（万方平台首次上网日期，不代表论文的发表时间）