A research on iteration stopping time of anisotropic diffusion.
- Author:
Shengwen GUO
1
;
Xiaoming WU
;
Jing ZHOU
Author Information
1. Department of Biomedical Engineering, South China University of Technology, Guangzhou 510640, China. guo-shengwen@sohu.com
- Publication Type:Journal Article
- MeSH:
Anisotropy;
Brain;
diagnostic imaging;
Diffusion;
Humans;
Radiographic Image Interpretation, Computer-Assisted;
instrumentation;
methods;
Tomography, X-Ray Computed
- From:
Journal of Biomedical Engineering
2006;23(6):1191-1194
- CountryChina
- Language:Chinese
-
Abstract:
Anisotropic diffusion has good effect on reducing noise and preserving edge, in fact it's an iterative process. An important question is to decide when the process should be stopped. The stopping time is chosen by minimal mean square error, signal-to-noise ratio and minimal correlation coefficient based on the information of the original (ideal) images and noises. The entropy and mutual information in information theory is adopted to develop a criterion on stopping diffusion process. The performance of the different criterions is proved by experiments, the specialty and the applying condition is also discussed.
