Non-rigid medical image registration based on mutual information and thin-plate spline.
- Author:
Guo-gang CAO
1
;
Li-min LUO
Author Information
1. guogangcao@gmail.com
- Publication Type:Journal Article
- MeSH:
Algorithms;
Image Enhancement;
methods;
Image Interpretation, Computer-Assisted;
methods
- From:
Chinese Journal of Medical Instrumentation
2009;33(1):11-14
- CountryChina
- Language:Chinese
-
Abstract:
To get precise and complete details, the contrast in different images is needed in medical diagnosis and computer assisted treatment. The image registration is the basis of contrast, but the regular rigid registration does not satisfy the clinic requirements. A non-rigid medical image registration method based on mutual information and thin-plate spline was present. Firstly, registering two images globally based on mutual information; secondly, dividing reference image and global-registered image into blocks and registering them; then getting the thin-plate spline transformation according to the shift of blocks' center; finally, applying the transformation to the global-registered image. The results show that the method is more precise than the global rigid registration based on mutual information and it reduces the complexity of getting control points and satisfy the clinic requirements better by getting control points of the thin-plate transformation automatically.
