Hausdorff Distance Based Non-rigid Image Registration Using Feature Points

摘要：

A non-rigid feature registration method using the Hausdorff distance is presented in this paper. Based on Bsplines,the proposed method is able to handle elastic deformations between the images to be registered. Since no correspondence needs to be established between two point sets, the method is robust to outliers. The performance of the proposed method is demonstrated and validated in two image registration experiments. While the results are somewhat preliminary, they clearly demonstrate the applicability of our method to real world tasks involving feature-based elastic registration.

作者: Peng Xiaoming Chen Wufan Ma Qian

作者单位: School of Life Science and Technology University of Electronic Sci. and Tech. of China Chengdu, Sich Institute of Optics and Electronics Chinese Academy of Sciences Chengdu, Sichuan, China

会议类型: 国际会议

会议名称: 2006 International Conference on Communications,Circuits and Systems(第四届国际通信、电路与系统学术会议)

会议地点: 广西桂林

会议语种:英文

页码: 442-445

在线出版日期: 2006-06-25（万方平台首次上网日期，不代表论文的发表时间）