• Journal of Infrared and Millimeter Waves
  • Vol. 40, Issue 1, 64 (2021)
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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    DOI: 10.11972/j.issn.1001-9014.2021.01.011 Cite this Article
    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 Copy Citation Text show less
    Roadmap for hyperspectral image Mosaic technology
    Fig. 1. Roadmap for hyperspectral image Mosaic technology
    Comparison of results before and after calibration (a) Before correction (b) After correction
    Fig. 2. 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
    Fig. 3. 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
    Fig. 4. 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
    Fig. 5. Band optimization results
    PCA transformation results
    Fig. 6. PCA transformation results
    Registration result bar chart of the four methods
    Fig. 7. Registration result bar chart of the four methods
    Percentage of correct matching points result bar chart of the four methods
    Fig. 8. Percentage of correct matching points result bar chart of the four methods
    Two experimental images and characteristic point pair purification result
    Fig. 9. 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
    Fig. 10. 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
    Fig. 11. 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
    Fig. 12. Result of three alignment methods (a) Autostitch algorithm (b) APAP algorithm (c) this paper method
    True color composite image of hyperspectral image
    Fig. 13. True color composite image of hyperspectral image
    Hyperspectral data cube
    Fig. 14. Hyperspectral data cube
    Map to Google earth result
    Fig. 15. Map to Google earth result
    Rice research area mosaic experiment
    Fig. 16. Rice research area mosaic experiment
    Comparison of spectral similarity evaluation results of different stitch methods
    Fig. 17. Comparison of spectral similarity evaluation results of different stitch methods
    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 1. Parameters of hyperspectral imaging system
    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
    Table 2. Evaluation of similarity of spectral curves before and after stitch
    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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