Entropy Selective Mutual Information-Based Image Registration

被引：1
|
作者：
Karvir, Hrishikesh V. [1 ]
Skipper, Julie A. [1 ]
Repperger, Daniel W. [2 ]
机构：
[1] Wright State Univ, Dept Biomed Ind & Human Factors Engn, Dayton, OH 45435 USA
[2] US Army, Res Lab, RHCV, Wright Patterson AFB, OH 45433 USA
来源：
NAECON 2008 - IEEE NATIONAL AEROSPACE AND ELECTRONICS CONFERENCE | 2008年
关键词：
D O I：
10.1109/NAECON.2008.4806542
中图分类号：
V [航空、航天];
学科分类号：
08 ; 0825 ;
摘要：
Multimodal imaging systems demand sophisticated registration routines. Due to computation time and non-convergence issues, the use of traditional mutual information (MI)-based registration is impractical. We propose our sampling optimization technique with selective high entropy MI computation as a rapid and robust image registration method for real-time applications.
引用
收藏
页码：173 / +
页数：3
相关论文
共 50 条
  • [1] Interpolation artefacts in mutual information-based image registration
    Pluim, JPW
    Maintz, JBA
    Viergever, MA
    [J]. COMPUTER VISION AND IMAGE UNDERSTANDING, 2000, 77 (02) : 211 - 232
  • [2] Mutual information-based image registration for remote sensing data
    Chen, HM
    Arora, MK
    Varshney, PK
    [J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 2003, 24 (18) : 3701 - 3706
  • [3] Mutual Information-based Circular Template Matching for Image Registration
    Ye, Chul-Soo
    [J]. KOREAN JOURNAL OF REMOTE SENSING, 2014, 30 (05) : 547 - 557
  • [4] ROBUST MUTUAL INFORMATION-BASED MULTI-IMAGE REGISTRATION
    Liu, Dehong
    Mansour, Hassan
    Boufounos, Petros T.
    [J]. 2019 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2019), 2019, : 915 - 918
  • [5] Artifacts reduction in mutual information-based image registration using prior information
    Liu, JD
    Liu, JH
    [J]. 2003 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL 1, PROCEEDINGS, 2003, : 1113 - 1116
  • [6] Artifacts reduction in mutual information-based image registration using prior information
    Liu, JD
    Liu, JH
    [J]. 7TH WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL X, PROCEEDINGS: SIGNALS PROCESSING AND OPTICAL SYSTEMS, TECHNOLOGIES AND APPLICATIONS, 2003, : 214 - 217
  • [7] An algorithm for object function optimization in mutual information-based image registration
    Cao, Zhiguo
    Zheng, Yi
    Wang, Yong
    Yan, RuiCheng
    [J]. CISP 2008: FIRST INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOL 4, PROCEEDINGS, 2008, : 426 - 430
  • [8] Further analysis of interpolation effects in mutual information-based image registration
    Ji, JXQ
    Pan, H
    Liang, ZP
    [J]. IEEE TRANSACTIONS ON MEDICAL IMAGING, 2003, 22 (09) : 1131 - 1140
  • [9] Brain image registration based on entropy of mutual information matrix
    Liu, Changchun
    Hu, Shunbo
    Gu, Jason J.
    Yang, Jinbao
    Yu, Mengsun
    [J]. 2007 CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING, VOLS 1-3, 2007, : 1163 - 1166
  • [10] Artifacts reduction in mutual information-based CT-MR image registration
    Wei, MX
    Liu, JD
    Liu, JH
    [J]. MEDICAL IMAGING 2004: IMAGE PROCESSING, PTS 1-3, 2004, 5370 : 1176 - 1186
12345