General multimodal elastic registration based on mutual information

被引：64

作者：

Maintz, JBA ^{[1
]}

Meijering, EHW ^{[1
]}

Viergever, MA ^{[1
]}

机构：

[1] Univ Utrecht, Image Sci Inst, NL-3508 TB Utrecht, Netherlands

来源：

MEDICAL IMAGING 1998: IMAGE PROCESSING, PTS 1 AND 2 | 1998年 / 3338卷

关键词：

multimodal elastic registration; matching; mutual information;

D O I：

10.1117/12.310845

中图分类号：

R318 [生物医学工程];

学科分类号：

0831 ;

摘要：

Recent studies indicate that maximizing the mutual information of the joint histogram of two images is an accurate and robust way to rigidly register two mono- or multimodal images. Using mutual information for registration directly in a local manner is often not admissible owing to the weakened statistical power of the local histogram compared to a global one. We propose to use a global joint histogram based on optimized mutual information combined with a local registration measure to enable local elastic registration.

引用

页码：144 / 154

页数：11