High-fidelity image reconstruction for compressed ultrafast photography via an augmented-Lagrangian and deep-learning hybrid algorithm

Chengshuai Yang; Yunhua Yao; Chengzhi Jin; Dalong Qi; Fengyan Cao; Yilin He; Jiali Yao; Pengpeng Ding; Liang Gao; Tianqing Jia; Jinyang Liang; Zhenrong Sun; Shian Zhang

doi:10.1364/PRJ.410018

Journals >Photonics Research >Volume 9 >Issue 2 >Page B30 > Article

Photonics Research
Vol. 9, Issue 2, B30 (2021)

High-fidelity image reconstruction for compressed ultrafast photography via an augmented-Lagrangian and deep-learning hybrid algorithm

Chengshuai Yang¹, Yunhua Yao^1、6、*, Chengzhi Jin¹, Dalong Qi¹, Fengyan Cao¹, Yilin He¹, Jiali Yao¹, Pengpeng Ding¹, Liang Gao², Tianqing Jia¹, Jinyang Liang³, Zhenrong Sun¹, and Shian Zhang^{1、4、5、7、*}

Author Affiliations

¹State Key Laboratory of Precision Spectroscopy, School of Physics and Electronic Science, East China Normal University, Shanghai 200062, China

²Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA

³Institut National de la Recherche Scientifique, Centre Énergie Matériaux Télécommunications, Laboratory of Applied Computational Imaging, Varennes, Québec J3X1S2, Canada

⁴Collaborative Innovation Center of Extreme Optics, Shanxi University, Taiyuan 030006, China

⁵Collaborative Innovation Center of Light Manipulations and Applications, Shandong Normal University, Jinan 250358, China

⁶e-mail: yhyao@lps.ecnu.edu.cn

⁷e-mail: sazhang@phy.ecnu.edu.cn

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DOI: 10.1364/PRJ.410018 Cite this Article Set citation alerts

Chengshuai Yang, Yunhua Yao, Chengzhi Jin, Dalong Qi, Fengyan Cao, Yilin He, Jiali Yao, Pengpeng Ding, Liang Gao, Tianqing Jia, Jinyang Liang, Zhenrong Sun, Shian Zhang. High-fidelity image reconstruction for compressed ultrafast photography via an augmented-Lagrangian and deep-learning hybrid algorithm[J]. Photonics Research, 2021, 9(2): B30 Copy Citation Text

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