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Laser & Optoelectronics Progress, Volume. 57, Issue 4, 040003(2020)

Diffuse Optical Tomography Reconstruction Based on Deep Learning

Huiquan Wang1,2, Nian Wu1, Zhe Zhao2, Guang Han1,2, and Jinhai Wang1,2、*
Author Affiliations
  • 1School of Life Sciences, Tianjin Polytechnic University, Tianjin 300387, China
  • 2Tianjin Key Laboratory of Optoelectronic Detection Technology and Systems, Tianjin 300387, China
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    SAE neural network structure diagram

    Fig. 1. SAE neural network structure diagram

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    Comparison of deep learning reconstruction and traditional iterative reconstruction

    Fig. 2. Comparison of deep learning reconstruction and traditional iterative reconstruction

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    Huiquan Wang, Nian Wu, Zhe Zhao, Guang Han, Jinhai Wang. Diffuse Optical Tomography Reconstruction Based on Deep Learning[J]. Laser & Optoelectronics Progress, 2020, 57(4): 040003

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    Paper Information

    Category: Reviews

    Received: May. 29, 2019

    Accepted: Jul. 22, 2019

    Published Online: Feb. 20, 2020

    The Author Email: Wang Jinhai (wangjinhai@tjpu.edu.cn)

    DOI:10.3788/LOP57.040003

    Topics

    laser devices and laser physics
    Lasers and Laser Optics
    Laser physics
    laser manufacturing
    Instrumentation, Measurement and Metrology