Affine transformation-based automatic registration for peripheral digital subtraction angiography (DSA).
- Author:
Gang KONG
1
;
Dao-Qing DAI
;
Lu-Min ZOU
Author Information
1. School of Mathematics and Computational Science of Sun Yat-Sen University.
- Publication Type:Journal Article
- MeSH:
Algorithms;
Angiography, Digital Subtraction;
methods;
Artifacts;
Automation;
methods;
Image Processing, Computer-Assisted;
methods
- From:
Chinese Journal of Medical Instrumentation
2008;32(4):261-264
- CountryChina
- Language:Chinese
-
Abstract:
In order to remove the artifacts of peripheral digital subtraction angiography (DSA), an affine transformation-based automatic image registration algorithm is introduced here. The whole process is described as follows: First, rectangle feature templates are constructed with their centers of the extracted Harris corners in the mask, and motion vectors of the central feature points are estimated using template matching technology with the similarity measure of maximum histogram energy. And then the optimal parameters of the affine transformation are calculated with the matrix singular value decomposition (SVD) method. Finally, bilinear intensity interpolation is taken to the mask according to the specific affine transformation. More than 30 peripheral DSA registrations are performed with the presented algorithm, and as the result, moving artifacts of the images are removed with sub-pixel precision, and the time consumption is less enough to satisfy the clinical requirements. Experimental results show the efficiency and robustness of the algorithm.
