Journal of Infrared and Millimeter Waves, Volume. 40, Issue 1, 64(2021)

A push-sweep hyperspectral aerial image Mosaic method based on SPHP

Sai LI1,2,3, Qiu YIN4, Yong HU1,2、*, and Cai-Lan GONG1,2
Author Affiliations
  • 1Shanghai Institute of Technical Physics,Chinese Academy of Sciences,Shanghai 200083,China
  • 2CAS Key Laboratory of Infrared System Detection and Imaging Technology,Shanghai Institute of Technical Physics,Shanghai 200083,China
  • 3University of Chinese Academy of Sciences,Beijing 100049,China
  • 4Shanghai Meteorological Bureau,Shanghai 200030,China
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    Figures & Tables(19)
    Roadmap for hyperspectral image Mosaic technology
    Comparison of results before and after calibration (a) Before correction (b) After correction
    All band mean and standard deviation results (a) Mean value of each band (b) Standard deviation of each band
    Comparison of image projection transformation results (a) Original image (b) Image deformation by Autostitch method (c) Image deformation by APAP method (d) Image deformation by our method
    Band optimization results
    PCA transformation results
    Registration result bar chart of the four methods
    Percentage of correct matching points result bar chart of the four methods
    Two experimental images and characteristic point pair purification result
    Results of the fusion phase (a) Mask of left and right images (b) Overlapping region fusion coefficient diagram
    Comparison of stitch result of different methods (a) Stitch result of traditional homography matrix (b) Result of the method in this paper
    Result of three alignment methods (a) Autostitch algorithm (b) APAP algorithm (c) this paper method
    True color composite image of hyperspectral image
    Hyperspectral data cube
    Map to Google earth result
    Rice research area mosaic experiment
    Comparison of spectral similarity evaluation results of different stitch methods
    • Table 1. Parameters of hyperspectral imaging system

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      Table 1. Parameters of hyperspectral imaging system

      参数名称指标数值
      光谱范围400~1 000 nm
      像元数

      480×270

      空间通道数×光谱通道数

      像元尺寸30 μm
      总视场角20.9°
      瞬时视场角0.05°
    • Table 2. Evaluation of similarity of spectral curves before and after stitch

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      Table 2. Evaluation of similarity of spectral curves before and after stitch

      地物评价指标光谱相似度鉴定结果
      SAMSACSFFSC均分
      植被第一条光谱0.932 50.928 90.953 50.914 20.932 3
      第二条光谱0.932 40.916 50.937 40.935 70.930 5
      水体第一条光谱0.934 70.958 70.885 60.874 10.913 3
      第二条光谱0.953 80.895 60.893 80.935 60.919 7
      裸土第一条光谱0.983 50.987 50.971 40.957 30.974 9
      第二条光谱0.967 90.975 20.983 60.942 80.967 4
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    Sai LI, Qiu YIN, Yong HU, Cai-Lan GONG. A push-sweep hyperspectral aerial image Mosaic method based on SPHP[J]. Journal of Infrared and Millimeter Waves, 2021, 40(1): 64

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    Paper Information

    Category: Research Articles

    Received: Dec. 19, 2019

    Accepted: --

    Published Online: Aug. 30, 2021

    The Author Email: Yong HU (huyong@mail.sitp.ac.cn)

    DOI:10.11972/j.issn.1001-9014.2021.01.011

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