Advanced Photonics, Volume. 1, Issue 3, 036002(2019)

Learning-based lensless imaging through optically thick scattering media

Meng Lyu1,2, Hao Wang1,2, Guowei Li1,2, Shanshan Zheng1,2, and Guohai Situ1,2、*
Author Affiliations
  • 1Chinese Academy of Sciences, Shanghai Institute of Optics and Fine Mechanics, Shanghai, China
  • 2University of Chinese Academy of Sciences, Center for Materials Science and Optoelectronics Engineering, Beijing, China
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    CLP Journals

    [1] Shanshan Zheng, Hao Wang, Shi Dong, Fei Wang, Guohai Situ, "Incoherent imaging through highly nonstatic and optically thick turbid media based on neural network," Photonics Res. 9, B220 (2021)

    [2] Zhenyu Zhou, Jun Xia, Jun Wu, Chenliang Chang, Xi Ye, Shuguang Li, Bintao Du, Hao Zhang, Guodong Tong, "Learning-based phase imaging using a low-bit-depth pattern," Photonics Res. 8, 1624 (2020)

    [3] Shuo Zhu, Enlai Guo, Jie Gu, Lianfa Bai, Jing Han, "Imaging through unknown scattering media based on physics-informed learning," Photonics Res. 9, B210 (2021)

    [4] Dalong Qi, Shian Zhang, Chengshuai Yang, Yilin He, Fengyan Cao, Jiali Yao, Pengpeng Ding, Liang Gao, Tianqing Jia, Jinyang Liang, Zhenrong Sun, Lihong V. Wang, "Single-shot compressed ultrafast photography: a review," Adv. Photon. 2, 014003 (2020)

    [5] Xiaomeng Sui, Zehao He, Hao Zhang, Liangcai Cao, Daping Chu, Guofan Jin, "Spatiotemporal double-phase hologram for complex-amplitude holographic displays," Chin. Opt. Lett. 18, 100901 (2020)

    [6] Jiaji Li, Alex Matlock, Yunzhe Li, Qian Chen, Chao Zuo, Lei Tian, "High-speed in vitro intensity diffraction tomography," Adv. Photon. 1, 066004 (2019)

    [7] Weihao Wang, Xing Zhao, Zhixiang Jiang, Ya Wen, "Deep learning-based scattering removal of light field imaging," Chin. Opt. Lett. 20, 041101 (2022)

    [8] Xiao Wang, Yufeng Qian, JingJing Zhang, Guangdong Ma, Shupeng Zhao, RuiFeng Liu, Hongrong Li, Pei Zhang, Hong Gao, Feng Huang, Fuli Li, "Learning to recognize misaligned hyperfine orbital angular momentum modes," Photonics Res. 9, B81 (2021)

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    Meng Lyu, Hao Wang, Guowei Li, Shanshan Zheng, Guohai Situ, "Learning-based lensless imaging through optically thick scattering media," Adv. Photon. 1, 036002 (2019)

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    Paper Information

    Category: Research Articles

    Received: Nov. 26, 2018

    Accepted: May. 16, 2019

    Posted: May. 16, 2019

    Published Online: Jun. 19, 2019

    The Author Email: Situ Guohai (ghsitu@siom.ac.cn)

    DOI:10.1117/1.AP.1.3.036002

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