A Review on Medical Image Registration as an Optimization Problem.
A Review on Medical Image Registration as an Optimization Problem.
复制标题
作为优化问题的医学图像配准综述
DOI：
10.2174/1573405612666160920123955
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发表时间：
2017-08
影响因子：
--
通讯作者：
Du H
中科院分区：
文献类型：
--
作者：
Song G;Han J;Zhao Y;Wang Z;Du H
目的：在临床治疗过程中，为了提供准确、完整的病人信息，医生需要多种医疗媒介。医学图像配准技术可以为医生提供更丰富的诊断和治疗信息，并作为优化问题为参与图像配准的研究人员提供全面的参考源。方法：图像配准的实质是将两幅或两幅以上不同的图像进行空间关联，并得到其空间关系的平移。对于医学图像配准，其过程不是绝对的。其核心目的是找出不同图像之间的转换关系。结果：图像配准的主要步骤包括图像几何尺寸的改变、图像组合的改变、图像相似度的度量、迭代优化和迭代过程。结论：本文的贡献在于梳理了图像配准的相关研究方法，可以为图像配准的研究者提供一个简单的参考。
Objective: In the course of clinical treatment, several medical media are required by a phy-sician in order to provide accurate and complete information about a patient. Medical image registra-tion techniques can provide a richer diagnosis and treatment information to doctors and to provide a comprehensive reference source for the researchers involved in image registration as an optimization problem. Methods: The essence of image registration is associating two or more different images spatial asso-ciation, and getting the translation of their spatial relationship. For medical image registration, its pro-cess is not absolute. Its core purpose is finding the conversion relationship between different images. Result: The major step of image registration includes the change of geometrical dimensions, and change of the image of the combination, image similarity measure, iterative optimization and interpo-lation process. Conclusion: The contribution of this review is sort of related image registration research methods, can provide a brief reference for researchers about image registration.
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影响因子：
3.8
作者：
Birkfellner W;Stock M;Figl M;Gendrin C;Hummel J;Dong S;Kettenbach J;Georg D;Bergmann H
通讯作者：
Bergmann H
影响因子：
10.6
作者：
Cheung, Warren;Hamarneh, Ghassan
通讯作者：
Hamarneh, Ghassan
影响因子：
10.6
作者：
Gooya A;Biros G;Davatzikos C
通讯作者：
Davatzikos C
影响因子：
10.6
作者：
Christensen, GE;Joshi, SC;Miller, MI
通讯作者：
Miller, MI
DOI：
10.1007/11744023_32
发表时间：
2006-01-01
期刊：
COMPUTER VISION - ECCV 2006 , PT 1, PROCEEDINGS
影响因子：
--
作者：
Bay, Herbert;Tuytelaars, Tinne;Van Gool, Luc
通讯作者：
Van Gool, Luc