RSCJ: Robust Sample Consensus Judging Algorithm for Remote Sensing Image Registration

被引：36
|
作者：
Li, Bin [1 ]
Ye, Hao [1 ,2 ]
机构：
[1] Tsinghua Univ, Dept Automat, Beijing 100084, Peoples R China
[2] Tsinghua Univ, Tsinghua Natl Lab Informat Sci & Technol, Beijing 100084, Peoples R China
来源：
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS | 2012年 / 9卷 / 04期
基金：
中国国家自然科学基金;
关键词：
Image registration; remote sensing; robust estimation;
D O I：
10.1109/LGRS.2011.2175434
中图分类号：
P3 [地球物理学]; P59 [地球化学];
学科分类号：
0708 ; 070902 ;
摘要：
Problems concerning transformation estimation for remote sensing image registration are studied in this letter. Based on the affine-invariance property of triangle-area representation, a new algorithm called robust sample consensus judging is proposed. It can be embedded into most robust estimation algorithms with hypothesis-and-testing frameworks (such as random sample consensus) and can significantly improve their computational efficiency without sacrificing remote sensing image registration accuracy. Simulation and experimental results show the merits of the proposed algorithm.
引用
收藏
页码：574 / 578
页数：5
相关论文
共 50 条
  • [21] Robust Scale-Invariant Feature Matching for Remote Sensing Image Registration
    Li, Qiaoliang
    Wang, Guoyou
    Liu, Jianguo
    Chen, Shaobo
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2009, 6 (02) : 287 - 291
  • [22] A ROBUST FALSE MATCHING POINTS DETECTION METHOD FOR REMOTE SENSING IMAGE REGISTRATION
    Shan, X. J.
    Tang, P.
    36TH INTERNATIONAL SYMPOSIUM ON REMOTE SENSING OF ENVIRONMENT, 2015, 47 (W3): : 699 - 702
  • [23] Remote Sensing Optical Image Registration Using Modified Uniform Robust SIFT
    Paul, Sourabh
    Pati, Umesh C.
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2016, 13 (09) : 1300 - 1304
  • [24] A Robust Delaunay Triangulation Matching for Multispectral/Multidate Remote Sensing Image Registration
    Zhao, Ming
    An, Bowen
    Wu, Yongpeng
    Chen, Boyang
    Sun, Shengli
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2015, 12 (04) : 711 - 715
  • [25] Adaptive image registration for remote sensing
    Gokcen, I
    Pineda, IH
    Buckles, BP
    RAST 2003: RECENT ADVANCES IN SPACE TECHNOLOGIES, PROCEEDINGS, 2003, : 24 - 29
  • [26] INTRODUCTION TO REMOTE SENSING IMAGE REGISTRATION
    Le Moigne, Jacqueline
    2017 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2017, : 2565 - 2568
  • [27] Remote Sensing Image Registration Algorithm Based on Improved SURF in Wavelet Domain
    Wu, Yiquan (nuaaimage@163.com), 2017, Tianjin University (50):
  • [28] Algorithm of optical remote sensing image registration based on strong edge region
    Yao, Ting
    Yin, Dong
    Liu, Yuan
    MIPPR 2007: AUTOMATIC TARGET RECOGNITION AND IMAGE ANALYSIS; AND MULTISPECTRAL IMAGE ACQUISITION, PTS 1 AND 2, 2007, 6786
  • [29] Application of swarm intelligence and a bioinspired computing algorithm in remote sensing image registration
    Wu Y.
    Bai Z.
    Gong M.
    Qu B.
    Li H.
    Zhang M.
    Ma W.
    Miao Q.
    Zhongguo Kexue Jishu Kexue/Scientia Sinica Technologica, 2023, 53 (02): : 147 - 166
  • [30] Multimodal Remote Sensing Image Registration Algorithm Based on a New Edge Descriptor
    Song, Zhili
    Shi, Chaopeng
    Liu, Fanmei
    Li, Boyu
    JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS, 2022, 31 (16)
12345