Chinese Journal of Lasers, Volume. 48, Issue 15, 1509002(2021)

Registration of Heterologous Images Based on Maximum Phase Index Map

Zeyi Li1,2, Weiwei Zhao3, Xiaqiong Yu4, Ying Zhou3, and Haitao Zhang1,2、*
Author Affiliations
  • 1Department of Precision Instruments, Tsinghua University, Beijing 100083, China
  • 2Key Laboratory of Photonic Control Technology, Ministry of Education, Tsinghua University, Beijing 100083, China
  • 3Beijing Institute of Remote Sensing, Beijing 100192, China
  • 432021 Unit, People’s Liberation Army of China, Beijing 101416, China;
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    Figures & Tables(9)
    Optical-SAR image matching scheme based on phase congruence
    Phase congruence transformation maps of optical and SAR images. (a) Optical image; (b) phase congruency map of optical image; (c) SAR image; (d) phase congruency map of SAR image
    Comparison of Harris operator calculated by original graph and Mψ graph. (a) Original image; (b) Mψgraph; (c) calculating Harris operator with original image; (d) calculating Harris operator with Mψ graph
    MPIM generation process
    Feature descriptor test data based on MPIM. (a) Optical image of the group 1; (a) SAR image of the group 1; (c) optical image of the group 2; (d) SAR image of the group 2
    Experimental results of feature descriptor based on MPIM. (a) Group 1; (b) group 2
    Optical-SAR image matching results. (a) Group 1; (b) group 2; (c) group 3; (d) group 4
    • Table 1. Datasets used in the matching experiments

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      Table 1. Datasets used in the matching experiments

      No.Base imageWarp imageImagecharacteristic
      Sensor dateSizeResolution /mSensor dateSizeResolution /m
      1TerraSAR-X11/2007534×5243Google Earth11/2008528×5243Located in the city, the image details are rich
      2ZY37/2017562×5353GF311/2017535×5343Optical images are blurred by cloud
      3Aerial image7/2017550×5503LiDAR intensity11/2017550×5502LiDAR image has obvious noise
      4Google Earth10/2010650×6502Google Map10/2012661×6612Big difference between map and optical image
    • Table 2. Registration accuracy

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      Table 2. Registration accuracy

      No.Number of match pointsNCMRMSE
      12192100.79
      21331210.77
      377681.37
      444361.51
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    Zeyi Li, Weiwei Zhao, Xiaqiong Yu, Ying Zhou, Haitao Zhang. Registration of Heterologous Images Based on Maximum Phase Index Map[J]. Chinese Journal of Lasers, 2021, 48(15): 1509002

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    Paper Information

    Category: holography and information processing

    Received: Feb. 26, 2021

    Accepted: May. 6, 2021

    Published Online: Aug. 5, 2021

    The Author Email: Haitao Zhang (zhanghaitao@mail.tsinghua.edu.cn)

    DOI:10.3788/CJL202148.1509002

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