基于组合不变量配准的数字减影算法

An Invariant Approach for Image Registration in Digital Subtraction Angiography

在现代医学中,DSA是X光片血管可视化技术的重要组成部分之一,在DSA中图像配准对消除运动伪影起着关键作用。运用一种基于组合不变量的相似度测量的模板匹配和弹性TPS算法配准减影方法,并根据实际情况有所改进。经过试验证明这种方法可以自动并有效地去除运动伪影,其速度和血管图像质量均比较理想。

In modern medicine, DSA is a powerful technique in visualizations of blood vessels of X-ray images. In DSA, the most important way for motion correction is image registration. In this paper, a new approach to the registration is used. It is based on means of template matching according to a combined invariants-based similarity measure and TPS image warping. Furthermore it has been improved through practice, and tests have proved to remove the motion artifacts effectively and rapidly.