• Acta Optica Sinica
  • Vol. 40, Issue 1, 0111026 (2020)
Shijie Liu1、2、*, Chunlai Li1, Rui Xu1, Guoliang Tang1、2, and Jianyu Wang1、2、**
Author Affiliations
  • 1Key Laboratory of Space Active Opto-Electronics Technology, Shanghai Institute of Technical Physics, Chinese Academy of Sciences, Shanghai 200083, China
  • 2University of Chinese Academy of Sciences, Beijing 100049, China
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    DOI: 10.3788/AOS202040.0111026 Cite this Article Set citation alerts
    Shijie Liu, Chunlai Li, Rui Xu, Guoliang Tang, Jianyu Wang. Hyperspectral Imaging System Using Electronic Multi-Slot Combination Coding[J]. Acta Optica Sinica, 2020, 40(1): 0111026 Copy Citation Text show less
    SD-CASSI system
    Fig. 1. SD-CASSI system
    Data flow of the kth row measurement
    Fig. 2. Data flow of the kth row measurement
    Comparison of two-dimensional random coding and multi-slot combination coding. (a) Two-dimensional random coding; (b) multi-slot combination coding
    Fig. 3. Comparison of two-dimensional random coding and multi-slot combination coding. (a) Two-dimensional random coding; (b) multi-slot combination coding
    Correspondence between the measured matrix and measured vector
    Fig. 4. Correspondence between the measured matrix and measured vector
    Coded sampling results and recovery results with different sampling rates. (a) Original image; (b) traditional sampling data; (c) coded sampling data; (d) 20% sampling recovery; (e) 50% sampling recovery; (f) 80% sampling recovery
    Fig. 5. Coded sampling results and recovery results with different sampling rates. (a) Original image; (b) traditional sampling data; (c) coded sampling data; (d) 20% sampling recovery; (e) 50% sampling recovery; (f) 80% sampling recovery
    Comparison of spectral recovery results at different sampling rates
    Fig. 6. Comparison of spectral recovery results at different sampling rates
    Evaluation of recovery results for different sampling rates. (a) pSNR for spatial information recovery; (b) SCF for spectral information recovery
    Fig. 7. Evaluation of recovery results for different sampling rates. (a) pSNR for spatial information recovery; (b) SCF for spectral information recovery
    Electronic multi-slot combined encoding hyperspectral imaging system based on liquid crystal light valve
    Fig. 8. Electronic multi-slot combined encoding hyperspectral imaging system based on liquid crystal light valve
    Imaging target and sampling results used in experiment. (a) Imaging target; (b) sampling results
    Fig. 9. Imaging target and sampling results used in experiment. (a) Imaging target; (b) sampling results
    Recovery results of experiments with different sampling rates. (a) 20%; (b) 50%; (c) 80%
    Fig. 10. Recovery results of experiments with different sampling rates. (a) 20%; (b) 50%; (c) 80%
    Spectral recovery results at different positions. (a) Position 1 and position 2; (b) position 3 and position 4
    Fig. 11. Spectral recovery results at different positions. (a) Position 1 and position 2; (b) position 3 and position 4
    Recovery results under different sampling rates in outdoor experiments. (a) Data cube recovered at 80% sampling rate; (b) recovery result of spectral curve at position A under different sampling rates
    Fig. 12. Recovery results under different sampling rates in outdoor experiments. (a) Data cube recovered at 80% sampling rate; (b) recovery result of spectral curve at position A under different sampling rates
    Calibration under different fields of view
    Fig. 13. Calibration under different fields of view
    Reconstruction algorithm20%50%80%
    pSNR /dBSCFpSNR /dBSCFpSNR /dBSCF
    Basis pursuit[17]18.90.8130.70.8932.40.92
    Orthogonal matching pursuit24.60.8533.80.9138.50.96
    Iterative reweighted least squares[18]25.30.8632.30.9134.70.95
    Gradient projection[19]23.10.8029.70.8833.40.92
    Iterative soft thresholding[20]24.70.8128.80.8732.90.90
    Table 1. Digital simulation results of different algorithms under different sample rates
    Shijie Liu, Chunlai Li, Rui Xu, Guoliang Tang, Jianyu Wang. Hyperspectral Imaging System Using Electronic Multi-Slot Combination Coding[J]. Acta Optica Sinica, 2020, 40(1): 0111026
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