• Journal of Infrared and Millimeter Waves
  • Vol. 40, Issue 6, 847 (2021)
Guo-Liang TANG1、2, Chun-Lai LI1、3, Shi-Jie LIU1、2、3, Rui XU1, Yan XU1、2, Li-Yin YUAN1、3、*, and Jian-Yu WANG1、2、3、*
Author Affiliations
  • 1Key Laboratory of Space Active Opto-Electronics Technology,Chinese Academy of Sciences,Shanghai 200083,China
  • 2University of Chinese Academy of Sciences,Beijing 100049,China
  • 3Hangzhou Institute for Advanced Study,University of Chinese Academy of Sciences,Hangzhou 310024,China
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    DOI: 10.11972/j.issn.1001-9014.2021.06.020 Cite this Article
    Guo-Liang TANG, Chun-Lai LI, Shi-Jie LIU, Rui XU, Yan XU, Li-Yin YUAN, Jian-Yu WANG. Noise model analysis and verification of short wave hyperspectral imaging system based on S-matrix coding[J]. Journal of Infrared and Millimeter Waves, 2021, 40(6): 847 Copy Citation Text show less
    Noise factor (χ)of H matrix and S matrix
    Fig. 1. Noise factor (χ)of H matrix and S matrix
    Principle of array slit imaging(a)schematic diagram of mathematical model of imaging process (b)data aliasing when array slits are encoded as s1, s2, … sn
    Fig. 2. Principle of array slit imaging(a)schematic diagram of mathematical model of imaging process (b)data aliasing when array slits are encoded as s1, s2, … sn
    Analysis of SNR with different measurement matrices (a)The change curve of SNR with signal electron number (Ns), (b)the relationship between SNR increment and light intensity
    Fig. 3. Analysis of SNR with different measurement matrices (a)The change curve of SNR with signal electron number (Ns), (b)the relationship between SNR increment and light intensity
    Space imaging simulation results (a)Original image, (b)single slit - Strong light intensity, (c)array slit - Strong light intensity, (d)single slit- Normal light intensity, (e)single slit- Normal light intensity, (f)single slit - Weak light intensity, (g)array slit - Weak light intensity
    Fig. 4. Space imaging simulation results (a)Original image, (b)single slit - Strong light intensity, (c)array slit - Strong light intensity, (d)single slit- Normal light intensity, (e)single slit- Normal light intensity, (f)single slit - Weak light intensity, (g)array slit - Weak light intensity
    SNR of single slit and array slit with different light intensity
    Fig. 5. SNR of single slit and array slit with different light intensity
    S-matrix coding short-wave infrared spectroscopy imaging system (a)System schematic diagram,(b)partial amplification of the detector,(c)physical drawing of the principle prototype
    Fig. 6. S-matrix coding short-wave infrared spectroscopy imaging system (a)System schematic diagram,(b)partial amplification of the detector,(c)physical drawing of the principle prototype
    Principle of array slit construction
    Fig. 7. Principle of array slit construction
    Imaging results of monochromatic light spectrum
    Fig. 8. Imaging results of monochromatic light spectrum
    SNR at different light intensities (a)20% potential well, (b)10% potential well
    Fig. 9. SNR at different light intensities (a)20% potential well, (b)10% potential well
    Spatial information recovery results
    Fig. 10. Spatial information recovery results
    Single slit and array slit waveband std curve
    Fig. 11. Single slit and array slit waveband std curve
    Spectral information recovery effect
    Fig. 12. Spectral information recovery effect
    波段/nm成像方式SNRSSIM
    光强较强单狭缝成像171.320.991 8
    阵列狭缝成像164.670.993 5
    CASSI(100%)112.280.989 5
    光强一般单狭缝成像91.980.954 8
    阵列狭缝成像103.200.948 5
    CASSI(100%)87.090.952 3
    光强较弱单狭缝成像72.520.895 1
    阵列狭缝成像89.190.914 6
    CASSI(100%)63.390.921 5
    Table 1. Imaging SNR and SSIM evaluation results of single slit and array slit and CASSI(100%)imaging under different light intensities
    成像方式GSAMSMSE
    空间点1单狭缝成像0.755 5154.175 3
    阵列狭缝成像0.816 331.708 9
    CASSI(100%)0.511 2320.028 3
    空间点2单狭缝成像0.917 1151.702 8
    阵列狭缝成像0.941 830.660 6
    CASSI(100%)0.659 5423.626 4
    Table 2. Single slit and array slit CASSI(100%)spectral imaging effects of different spatial points
    Guo-Liang TANG, Chun-Lai LI, Shi-Jie LIU, Rui XU, Yan XU, Li-Yin YUAN, Jian-Yu WANG. Noise model analysis and verification of short wave hyperspectral imaging system based on S-matrix coding[J]. Journal of Infrared and Millimeter Waves, 2021, 40(6): 847
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