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《Journal of Optoelectronics.Laser》 2008-10
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Novel measures based on Jensen-schur for medical image registration

HU Shun-bo1,LIU Chang-chun2,YANG Jin-bao2 (1.Department of Physics,Linyi Normal University,Linyi 276005,China;2.School of Control Science and Engineering,Shandong University,Jinan 250061,China)  
In order to reduce the registration time,improve the convergence ability and perform better in the presence of noise,a novel medical image registration measure is proposed,which is called Jensen-Schur measure.According to the Jensen-Schur measure,three kinds of measures are constructed: Jensen-Schur-alpha、Jensen-Rényi-alpha、Jensen-Schur-w.The characters of three measures,mutual information and normalized mutual information are analyzed and compared by applying them to rigid registration of magnetic resonance(MR)/computed tomography(CT) and MR / positron emission tomography(PET) images.The results show that Jensen-Schur-alpha(alpha=2 or 3) and Jensen-Schur-w measures outperform other measures in the computational speed,convergence performance and noise immunity.A multi-modality medical image registration test is conducted and the good result is obtained.
【Fund】: 国家“863”计划资助项目(2006AA02Z4D9);; 山东省自然科学基金资助项目(Z2006C05)
【CateGory Index】: TP391.41
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【References】
Chinese Journal Full-text Database 2 Hits
1 HU Shun-bo1,ZHAO Lin2,ZHANG Wen-yin1,JIANG Hui-fen1(1.School of Information,Linyi University,Linyi 276005,China;2.School of Automobile Engineering,Linyi University,Linyi 276005,China);Novel interpolation algorithm for integrating deterministic and stochastic information[J];Journal of Optoelectronics.Laser;2012-05
2 HU Shun-bo1,WANG Guang-tai1,LIU Chang-chun2,SHAO Peng3(1.Department of Physics,Linyi Normal University,Linyi Shandong 276005,China;2.School of Control Science and Engineering,Shandong University,Jinan Shandong 250061,China;3.Department of Radiology and Diagnostic Imaging,University of Alberta,Alberta T6G2E1,Canada );Application of generalized Jensen-Schur measure in medical image registration[J];Journal of Computer Applications;2009-05
【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 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
4 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
5 ZHANG Yu, JIANG Gui-ping, LI Shu-xiang, LIU Zhe-xing, XIE Xiao-mian, CHEN Wu-fanSection of Medical Images, Department of Medical Engineering, First Military Medical University, Guangzhou510515, China;Elastic registration of medical images through multiquadric method[J];Journal of First Military Medical University;2002-07
6 SUN Dong-mei,QIU Zheng-ding(Institute of Information Science,Northern Jiaotong University,Beijing 100044,China);A New Non-Rigid Image Matching Algorithm Using Thin-Plate Spline[J];Acta Electronica Sinica;2002-08
7 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
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9 YANG Jing1,HU Shun-bo2,3,LIU Chang-chun2,YANG Jin-bao2(1.School of Computer Science and Technology,Shandong University,Jinan,Shandong 250101,China;2.School of Control Science and Engineering,Shandong University,Jinan,Shandong 250061,China;3.Department of Physics,Linyi Normal University,Linyi,Shandong 276005,China);Novel Measures Based on Simple Schur Concave Function for Image Registration[J];Acta Electronica Sinica;2008-12
10 Yang Wei, Li Qiqiang (School of Control Science and Engineering, Shandong University, Jinan 250061, China);Survey on Particle Swarm Optimization Algorithm[J];Engineering Science;2004-05
【Secondary References】
Chinese Journal Full-text Database 3 Hits
1 FENG-Xin1*,WANG-Xiao ming1,DANG-Jian wu2,SHEN-Yu2(1.Department of Electrical and Information and Information Engineering,Lanzhou University of Technology Lanzhou 730050,China;2.Telecommunications college,Lanzhou Jiaotong University 730050,China);Fusion of infrared and visible images based on Shearlet transform[J];Journal of Optoelectronics.Laser;2013-02
2 HU Shun-bo(School of Information,Linyi University,Linyi Shandong 276005,China);Mixed interpolation algorithm integrating B-spline filter and generalized partial volume estimation in image registration[J];Journal of Computer Applications;2011-08
3 YUAN Zheng-xi1,2,NIE Sheng-dong1(1.Institute of Medical Imaging Engineering,University of Shanghai for Science and Technology,Shanghai 200093,China;2.Shanghai Jiao Tong University School of Medicine Affiliated Third People's Hospital,Shanghai 201900,China);Application of Image Registration in Image-Guided Radiation Therapy[J];Chinese Journal of Medical Physics;2012-05
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