• Laser & Optoelectronics Progress
  • Vol. 59, Issue 6, 0617018 (2022)
Rui Bao, Qingwen Liu*, Yuanyuan Liu, and Zuyuan He
Author Affiliations
  • State Key Laboratory of Advanced Optical Communication Systems and Networks, Shanghai Jiao Tong University, Shanghai 200240, China
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    DOI: 10.3788/LOP202259.0617018 Cite this Article Set citation alerts
    Rui Bao, Qingwen Liu, Yuanyuan Liu, Zuyuan He. Inversion Algorithm for Optical Properties of Double-Layer Tissue Based on Convolutional Neural Network[J]. Laser & Optoelectronics Progress, 2022, 59(6): 0617018 Copy Citation Text show less
    Space-time diffuse reflectance signal measurement scheme for double-layer skin tissue
    Fig. 1. Space-time diffuse reflectance signal measurement scheme for double-layer skin tissue
    Variation curves of diffuse reflection signal with time at each spatial detection position.(a)-(j)Simulation results at SDS of 0.1,0.2,0.3,…,1.0 cm,respectively
    Fig. 2. Variation curves of diffuse reflection signal with time at each spatial detection position.(a)-(j)Simulation results at SDS of 0.1,0.2,0.3,…,1.0 cm,respectively
    Convolutional neural network inversion model
    Fig. 3. Convolutional neural network inversion model
    Training and testing of convolutional neural network inversion model
    Fig. 4. Training and testing of convolutional neural network inversion model
    Inversion results of optical properties of double-layer tissue (μa1, μa2, and μs)
    Fig. 5. Inversion results of optical properties of double-layer tissue (μa1, μa2, and μs)
    Rui Bao, Qingwen Liu, Yuanyuan Liu, Zuyuan He. Inversion Algorithm for Optical Properties of Double-Layer Tissue Based on Convolutional Neural Network[J]. Laser & Optoelectronics Progress, 2022, 59(6): 0617018
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