Image registration based on mutual information and Harris corner points

被引：0
|
作者：
Cheng, You-e [1 ]
机构：
[1] Zhejiang Ind & Trade Polytech, Collage Informat & Commun, Wenzhou 325003, Zhejiang, Peoples R China
来源：
ADVANCES IN MANUFACTURING TECHNOLOGY, PTS 1-4 | 2012年 / 220-223卷
关键词：
Image Registration; Mutual Information; Harris algorithm; Optimum Value;
D O I：
10.4028/www.scientific.net/AMM.220-223.2199
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
A maximization of mutual information based image registration method is described. Firstly Due to the inferiority of image registration using maximum mutual information, the registration based on Harris algorithm to obtain corner points. Secondly, the one to one matching points could be obtained through mutual information rough match Finally, the search strategy used the improved genetic algorithm to find the optimum value. Experimental results indicate the proposed algorithm can achieve better accuracy and good robust.
引用
收藏
页码：2199 / 2203
页数：5
相关论文
共 50 条
  • [41] Multi-Features for Mutual Information Based Medical Image Registration
    Cheah, Tan Chye
    Shanmugam, S. Anandan
    JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS, 2015, 5 (05) : 1076 - 1083
  • [42] Registration Method for CT-MR Image Based on Mutual Information
    张红颖
    张加万
    孙济洲
    Transactions of Tianjin University, 2007, (03) : 226 - 230
  • [43] Mutual information medical image registration based on improved genetic algorithms
    1600, Universidad Central de Venezuela (55):
  • [44] Medical image registration based on mutual information combined with gradient similarity
    Chen, Wei-Qing
    Ou, Zong-Ying
    Li, Guan-Hua
    Han, Jun
    Zhao, De-Wei
    Wang, Wei-Ming
    Dalian Ligong Daxue Xuebao/Journal of Dalian University of Technology, 2009, 49 (03): : 387 - 390
  • [45] Interpolation artifacts in multimodality image registration based on maximization of mutual information
    Tsao, J
    IEEE TRANSACTIONS ON MEDICAL IMAGING, 2003, 22 (07) : 854 - 864
  • [46] Image registration based on criteria of feature point pair mutual information
    Lu, G.
    Yan, J.
    Kou, Y.
    Zhang, J.
    IET IMAGE PROCESSING, 2011, 5 (06) : 560 - 566
  • [47] A novel image registration method based on wavelet decomposition and mutual information
    Ma, SP
    Bi, DY
    Huang, WT
    WAVELET ANALYSIS AND ITS APPLICATIONS, AND ACTIVE MEDIA TECHNOLOGY, VOLS 1 AND 2, 2004, : 325 - 330
  • [48] Medical Image Registration Based on Phase Congruency and Regional Mutual Information
    ZHANG Juan
    ChineseJournalofBiomedicalEngineering, 2012, 21 (01) : 29 - 34
  • [49] PCA Based Regional Mutual Information for Robust Medical Image Registration
    Chen, Yen-Wei
    Lin, Chen-Lun
    ADVANCES IN NEURAL NETWORKS - ISNN 2011, PT III, 2011, 6677 : 355 - +
  • [50] The affection of grey levels on mutual information based medical image registration
    Gao, ZY
    Lin, JR
    Xu, BQ
    2002 IEEE NUCLEAR SCIENCE SYMPOSIUM, CONFERENCE RECORD, VOLS 1-3, 2003, : 1575 - 1579
12345