文章基本信息

标题：Improved Computing Method of Mutual Information in Medical Image Registration
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作者：Xumin Liu ; Zilong Duan ; Weixiang Xu 等
期刊名称：International Journal of Signal Processing, Image Processing and Pattern Recognition
印刷版ISSN：2005-4254
出版年度：2016
卷号：9
期号：4
页码：415-424
DOI：10.14257/ijsip.2016.9.4.36
出版社：SERSC
摘要：Mutual information based medical image registration is one of the most common registration method in registration domain currently. This paper studies the mutual information of the calculation process for mutual information calculation speed is slow, low efficiency of registration, registration can not meet real-time requirements, an improved gray compression algorithm, by reducing the gray-scale of images to improve image the registration efficiency and gradient similarity combined with mutual information as a new registration measure, so that the registration in improving efficiency while meeting the requirement of registration accuracy. The comparative experiments this article made show that, under the premise of registration accuracy to ensure that the method can significantly improve the speed of image registration.
关键词：Gray-scale compression; Medical image registration; Mutual information