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《Optical Technique》 2004-04
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Novel similarity measure based on arithmetic-geometric mean distance for multimodal image registration

SHI Yong-gang, ZOU Mou-yan (Institute of Electronics, Chinese Academy of Sciences, Beijing100080, China)  
According to the relation between the intensity joint probability distribution function of two images and the similarity between images, a new similarity measure for multimodal image registration is proposed which is based on the distance between the arithmetic mean and the geometric mean of two probability distribution functions. Unlike information theoretic registration measures, the new measure do not require the condition of absolute continuity to be satisfied by the probability distribution involved. The results of experiment show that the new similarity measure is more tolerable to noise and requires less computational cost than the ones based on the information theory.
【Fund】: 自然科学基金资助项目(60072020);; 中国科学院科技创新基金资助项目
【CateGory Index】: TN911.73
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【References】
Chinese Journal Full-text Database 3 Hits
1 Shi Yong-gang (School of Information Science and Technology, Beijing Institute of Technology, Beijing 100081, China);Multi-sensor Remote Sensing Image Registration by Maximization of Arithmetic-Geometric Mean Divergence[J];Journal of Electronics & Information Technology;2006-04
2 SHI Yong-gang(School of Information Technology, Beijing Institute of Technology, Beijing 100081, China);Novel divergence measure based on Cauchy-Schwarz for multimodal medical image registration[J];Optical Technique;2005-05
3 Zhang Jingzhou Li Ting Zhang Jia(School of Automatic Control,Northwestern Polytechnical University,Xi'an 710072,China);Human Cerebral Image Registration Using Generalized Mutual Information[J];Journal of Biomedical Engineering;2008-06
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 SHI Yong-gang(Department of Optical Engineering,School of Information Science and Technology Beijing Institute of Technology,Beijing100081,China);A Similarity Measure Based on Minkowski Generalized Divergence for Multimodal Image Registration[J];Journal of Beijing Institute of Technology;2005-10
2 SHI Yong-gang~1,ZOU Mou-yan~2(1.Department of Optical Engineering,School of Information Science and Technology,Beijing Institute of Technology,Beijing 100081,China;2.Institute of Electronics,Chinese Academy of Sciences,Beijing 100080,China);Novel Generalized Divergence Measures and Multimodal Medical Image Registration[J];Transactions of Beijing Institute of Technology;2006-02
3 GAO Zhiyong, LIN Jiarui. Institute of Biomedical Engineering, Huazhong University of Science and Technology, Wuhan 430074;The Effects of Grey Levels on Mutual Information Based Medical Image Registration[J];Beijing Biomedical Engineering;2003-01
4 FENG Lin 1,2 ,YAN Liang 1,HUANG Degen 1,HE Mingfeng 1,TENG HongFei 2. 1 Undergraduate innovation institute, Dalian University of Technology, Dalian,Liaoning province 116024;2 Institute of Mechanical Engineering, Dalian University of Technology, Dalian,Liaoning province 116024;A Study of PSO and Powell Hybrid Algorithm Applied in Medical Image Registration[J];Beijing Biomedical Engineering;2005-01
5 FENG Lin~(*1,2), ZHANG Ming-ju~1, HE Ming-feng~(1,3), QI Zheng-jun~1, TENG Hong-fei~2 ( 1.Inst. of Univ. Students′ Innovation, Dalian Univ. of Technol., Dalian 116024, China; 2.School of Mech. Eng., Dalian Univ. of Technol., Dalian 116024, China; 3.Dept. of Appl. Math., Dalian Univ. of Technol., Dalian 116024, China );A method for multimodality medical image registration based on particle swarm optimization[J];Journal of Dalian University of Technology;2004-05
6 ZHOU Dong-sheng~(*1,2),LI Bin~3,TANG Huan-wen~(1,3)(1.Inst.of Manage.Sci.and Eng.,Dalian Univ.of Technol.,Dalian 116024,China;2.College of Econ.and Manage.,Dalian Maritime Univ.,Dalian 116026,China;3.Dept.of Appl.Math.,Dalian Univ.of Technol.,Dalian 116024,China);A new kind of evolutionary strategy and its global convergence properties[J];Journal of Dalian University of Technology;2007-01
7 WU Feng, QIAN Zong Cai, HANG Qia Shi, SHI Ming Guo, MA Dong Department of Computer Application, Faculty of Biomedical Engineering, Fourth Military Medical University, Xi'an 710033, China;Principal axes algorithm based on image contour applied to medical image registration[J];Journal of The Fourth Military Medical University;2001-06
8 WU Feng, QIAN Zong Cai, HANG Qia Shi, SHI Ming Guo, MA Dong Department of Computer Application, Faculty of Biomedical Engineering, Fourth Military Medical University , Xi'an 710033, China;Multimodality medical image registration based on mutual information and simulated annealing[J];Journal of The Fourth Military Medical University;2002-01
9 CHEN Ming,CHEN Wu fan,FENG Qian jin,YANG Feng (Dept.of Bio Medical Engineering,Firest Military Medical Univ.,GuangZhou 510515,China);Medical Image Registration Based on Mutual Information and Fuzzy Gradient Similarity[J];Acta Electronica Sinica;2003-12
10 PENG Jing-lin,ZHANG Jing,LI Shu-tao,WANG Lian-hong(School of Electrical and Information Engineering,Hunan University,Changsha,Hunan 410082,China);Medical Image Registration Based on Expanded PV Interpolation and Hybrid Optimization Algorithm[J];Acta Electronica Sinica;2006-05
【Secondary References】
Chinese Journal Full-text Database 2 Hits
1 SHI Yong-gang(Department of Optical Engineering,School of Information Science and Technology Beijing Institute of Technology,Beijing100081,China);A Similarity Measure Based on Minkowski Generalized Divergence for Multimodal Image Registration[J];Journal of Beijing Institute of Technology;2005-10
2 WU Cheng-yu,TAI Xiao-ying 1.Ningbo Institute of Technology,Zhejiang University,Ningbo,Zhejiang 315100,China 2.Department of Information Science and Engineering,Ningbo University,Ningbo,Zhejiang 315211,China;Application of gray variation statistic in image retrieval[J];Computer Engineering and Applications;2007-16
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