Registration of Mars remote sensing images under the crater constraint

被引：9
作者：
Cheng, Liang [1 ]
Ma, Lei [1 ]
Yang, Kang [1 ]
Liu, Yongxue [1 ]
Li, Manchun [1 ]
机构：
[1] Nanjing Univ, Jiangsu Prov Key Lab Geog Informat Sci & Technol, Nanjing 210093, Jiangsu, Peoples R China
来源：
PLANETARY AND SPACE SCIENCE | 2013年 / 85卷
基金：
中国国家自然科学基金;
关键词：
Mars; Remote sensing image; Automatic registration; Crater constraint; IMPACT CRATERS; TEST-FIELD; RECOGNITION; EXTRACTION; EXPRESS; STEREO; SHAPE; HRSC;
D O I：
10.1016/j.pss.2013.05.002
中图分类号：
P1 [天文学];
学科分类号：
0704 ;
摘要：
Registration of Mars remote sensing images is vital to jointly exploit and integrate the data from various sensors and periods, which is difficult because the lack of textural information in Mars images. We proposed a RANSAC-based iterative method, under the crater constraint, for affine invariant feature matching. The novelty of this method is, in automatic way, to find an optimal threshold for this RANSAC-based iterations. With this proposed method, a computer-automated process is developed to identify the appropriate threshold of RANSAC when using the iterative affine invariant feature matching method. Furthermore, this threshold can maximize the retention of correct matches and the rejection of all incorrect matches. The experimental results demonstrate successful automatic registration of Mars remote sensing images. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码：13 / 23
页数：11
相关论文
共 46 条
  • [1] HRSC on Mars Express -: Photogrammetric and cartographic research
    Albertz, J
    Attwenger, M
    Barrett, J
    Casley, S
    Dorninger, P
    Dorrer, E
    Ebner, H
    Gehrke, S
    Giese, B
    Gwinner, K
    Heipke, C
    Howington-Kraus, E
    Kirk, RL
    Lehmann, H
    Mayer, H
    Muller, JP
    Oberst, J
    Ostrovskly, A
    Renter, J
    Reznik, S
    Schmidt, R
    Scholten, F
    Spiegel, M
    Stilla, U
    Wählisch, M
    Neukum, G
    [J]. PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING, 2005, 71 (10) : 1153 - 1166
  • [2] Bandeira L., 2010, P 41 LUN PLAN SCI C
  • [3] Impact crater recognition on mars based on a probability volume created by template matching
    Bandeira, Lourenco
    Saraiva, Jose
    Pina, Pedro
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2007, 45 (12): : 4008 - 4015
  • [4] Detection of sub-kilometer craters in high resolution planetary images using shape and texture features
    Bandeira, Lourenco
    Ding, Wei
    Stepinski, Tomasz F.
    [J]. ADVANCES IN SPACE RESEARCH, 2012, 49 (01) : 64 - 74
  • [5] Barata T, 2004, LECT NOTES COMPUT SC, V3212, P489
  • [6] Compact Signatures for High-speed Interest Point Description and Matching
    Calonder, Michael
    Lepetit, Vincent
    Fua, Pascal
    Konolige, Kurt
    Bowman, James
    Mihelich, Patrick
    [J]. 2009 IEEE 12TH INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV), 2009, : 357 - 364
  • [7] Robust affine invariant feature extraction for image matching
    Cheng, Liang
    Gong, Jianya
    Yang, Xiaoxia
    Fan, Chong
    Han, Peng
    [J]. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2008, 5 (02) : 246 - 250
  • [8] Remote sensing image matching by integrating affine invariant feature extraction and RANSAC
    Cheng, Liang
    Li, Manchun
    Liu, Yongxue
    Cai, Wenting
    Chen, Yanming
    Yang, Kang
    [J]. COMPUTERS & ELECTRICAL ENGINEERING, 2012, 38 (04) : 1023 - 1032
  • [9] Global minimum for active contour models: A minimal path approach
    Cohen, LD
    Kimmel, R
    [J]. INTERNATIONAL JOURNAL OF COMPUTER VISION, 1997, 24 (01) : 57 - 78
  • [10] Cohen LD, 2001, LECT NOTES COMPUT SC, V2134, P560
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