Deep plug-and-play priors for spectral snapshot compressive imaging

Siming Zheng; Yang Liu; Ziyi Meng; Mu Qiao; Zhishen Tong; Xiaoyu Yang; Shensheng Han; Xin Yuan

doi:10.1364/PRJ.411745

Photonics Research, Volume. 9, Issue 2, B18(2021)

Deep plug-and-play priors for spectral snapshot compressive imaging

Siming Zheng^1,2、†, Yang Liu^3、†, Ziyi Meng⁴, Mu Qiao⁵, Zhishen Tong^6,7, Xiaoyu Yang^1,2, Shensheng Han^6,7, and Xin Yuan^8、*

Author Affiliations

¹Computer Network Information Center, Chinese Academy of Sciences, Beijing 100190, China

²University of Chinese Academy of Sciences, Beijing 100049, China

³Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA

⁴Beijing University of Posts and Telecommunications, Beijing 100876, China

⁵New Jersey Institute of Technology, Newark, New Jersey 07102, USA

⁶Key Laboratory for Quantum Optics and Center for Cold Atom Physics of CAS, Shanghai Institute of Optics and Fine Mechanics, Chinese Academy of Sciences, Shanghai 201800, China

⁷Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences, Beijing 100049, China

⁸Nokia Bell Labs, Murray Hill, New Jersey 07974, USA

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Siming Zheng, Yang Liu, Ziyi Meng, Mu Qiao, Zhishen Tong, Xiaoyu Yang, Shensheng Han, Xin Yuan. Deep plug-and-play priors for spectral snapshot compressive imaging[J]. Photonics Research, 2021, 9(2): B18

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Paper Information

Special Issue: DEEP LEARNING IN PHOTONICS

Received: Oct. 5, 2020

Accepted: Nov. 23, 2020

Published Online: Jan. 22, 2021

The Author Email: Xin Yuan (xyuan@bell-labs.com)

DOI:10.1364/PRJ.411745

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