Acta Optica Sinica, Volume. 40, Issue 1, 0111026(2020)

Hyperspectral Imaging System Using Electronic Multi-Slot Combination Coding

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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    Figures & Tables(14)
    SD-CASSI system
    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
    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
    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
    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
    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
    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
    • Table 1. Digital simulation results of different algorithms under different sample rates

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      Table 1. Digital simulation results of different algorithms under different sample rates

      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
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    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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    Paper Information

    Category: Special Issue on Computational Optical Imaging

    Received: Sep. 2, 2019

    Accepted: Oct. 21, 2019

    Published Online: Jan. 6, 2020

    The Author Email: Liu Shijie (liushjie163@163.com), Wang Jianyu (wangJy@shb.ac.cn)

    DOI:10.3788/AOS202040.0111026

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