Enhancement Method of Image Quality for Lensless Imaging Based on Physics-Driven Unsupervised Learning

Jiale Zuo; Mengmeng Zhang; Ju Tang; Jiawei Zhang; Zhenbo Ren; Jianglei Di; Jianlin Zhao

doi:10.3788/AOS240742

Acta Optica Sinica, Volume. 44, Issue 16, 1611001(2024)

Enhancement Method of Image Quality for Lensless Imaging Based on Physics-Driven Unsupervised Learning

Jiale Zuo¹, Mengmeng Zhang¹, Ju Tang¹, Jiawei Zhang¹, Zhenbo Ren^1,2、*, Jianglei Di^3、**, and Jianlin Zhao¹

¹Key Laboratory of Light Field Manipulation and Information Acquisition, Ministry of Industry and Information Technology, Shaanxi Key Laboratory of Optical Information Technology, School of Physical Science and Technology, Northwestern Polytechnical University, Xi’an 710129, Shaanxi , China

²Research & Development Institute of Northwestern Polytechnical University in Shenzhen, Shenzhen 518063, Guangdong , China

³School of Information Engineering, Institute of Advanced Photonics Technology, Guangdong Provincial Key Laboratory of Information Photonics Technology, Guangdong University of Technology, Guangzhou 510006, Guangdong , China

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Jiale Zuo, Mengmeng Zhang, Ju Tang, Jiawei Zhang, Zhenbo Ren, Jianglei Di, Jianlin Zhao. Enhancement Method of Image Quality for Lensless Imaging Based on Physics-Driven Unsupervised Learning[J]. Acta Optica Sinica, 2024, 44(16): 1611001

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Paper Information

Category: Imaging Systems

Received: Mar. 18, 2024

Accepted: Apr. 18, 2024

Published Online: Aug. 5, 2024

The Author Email: Ren Zhenbo (zbren@nwpu.edu.cn), Di Jianglei (jiangleidi@gdut.edu.cn)

DOI:10.3788/AOS240742

CSTR:32393.14.AOS240742

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