Application of elastic registration based on Demons algorithm in cone beam CT.
- Author:
Haowen PANG
;
Xiaoyang SUN
- Publication Type:Journal Article
- MeSH:
Algorithms;
Cone-Beam Computed Tomography;
Humans;
Image Interpretation, Computer-Assisted;
Imaging, Three-Dimensional;
Software
- From:
Journal of Biomedical Engineering
2014;31(1):103-106
- CountryChina
- Language:Chinese
-
Abstract:
We applied Demons and accelerated Demons elastic registration algorithm in radiotherapy cone beam CT (CBCT) images, We provided software support for real-time understanding of organ changes during radiotherapy. We wrote a 3D CBCT image elastic registration program using Matlab software, and we tested and verified the images of two patients with cervical cancer 3D CBCT images for elastic registration, based on the classic Demons algorithm, minimum mean square error (MSE) decreased 59.7%, correlation coefficient (CC) increased 11.0%. While for the accelerated Demons algorithm, MSE decreased 40.1%, CC increased 7.2%. The experimental verification with two methods of Demons algorithm obtained the desired results, but the small difference appeared to be lack of precision, and the total registration time was a little long. All these problems need to be further improved for accuracy and reducing of time.
