安庆师范学院学报(自然科学版)Issue(1):38-41,47,5.
基于 ASIFT 的医学图像配准算法
Medical Image Registration Algorithm Based on ASIFT
摘要
Abstract
This paper analyzes the principle of ASIFT algorithm.For medical image registration of high robustness, high accu-racy and low consumption rate, this paper proposes a medical image registration algorithm based on ASIFT .This algorithm extracts feature points from images by the ASIFT algorithm, then matches the feature points by the Euclidean distance, and achieves the medical image registration between two images at last.The algorithm effectively deals with the problems such as less feature points collected, inaccuracy matching appeared in feature points, being incapable to registration on distorted affine image, etc.,which exist in other algorithms.The experimental result verifies that the algorithm not only improves the registration accuracy and preci-sion, but also enhances the stability and reliability of the registration.关键词
医学图像配准/特征点/特征提取/特征匹配/ASIFT/SIFTKey words
medical image registration/feature point/feature extracting/feature matching/ASIFT/SIFT分类
医药卫生引用本文复制引用
阚峻岭,谷宗运,殷云霞,杜春敏..基于 ASIFT 的医学图像配准算法[J].安庆师范学院学报(自然科学版),2013,(1):38-41,47,5.基金项目
安徽省高等学校省级优秀青年人才基金项目(2012SQRL102)资助 (2012SQRL102)