Iterative deep neural networks based on proximal gradient descent for image restoration

Ting Lv; Zhenkuan Pan; Weibo Wei; Guangyu Yang; Jintao Song; Xuqing Wang; Lu Sun; Qian Li; Xiatao Sun

doi:10.1371/journal.pone.0276373

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Open Access

Peer-reviewed

Research Article

Iterative deep neural networks based on proximal gradient descent for image restoration

Ting Lv,

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation College of Computer Science and Technology, Qingdao University, Qingdao, Shandong Province, China
⨯
Zhenkuan Pan ,

Roles Conceptualization, Formal analysis, Investigation, Methodology, Supervision, Writing – review & editing

* E-mail: zkpan@126.com (ZP); njustwwb@163.com (WW)

Affiliation College of Computer Science and Technology, Qingdao University, Qingdao, Shandong Province, China

https://orcid.org/0000-0003-0197-1119

⨯
Weibo Wei ,

Roles Conceptualization, Formal analysis, Supervision, Writing – review & editing

* E-mail: zkpan@126.com (ZP); njustwwb@163.com (WW)

Affiliation College of Computer Science and Technology, Qingdao University, Qingdao, Shandong Province, China

https://orcid.org/0000-0002-9691-109X

⨯
Guangyu Yang,

Roles Formal analysis, Resources, Supervision

Affiliation College of Computer Science and Technology, Qingdao University, Qingdao, Shandong Province, China
⨯
Jintao Song,

Roles Formal analysis, Resources, Supervision

Affiliation College of Computer Science and Technology, Qingdao University, Qingdao, Shandong Province, China
⨯
Xuqing Wang,

Roles Supervision

Affiliation College of Computer Science and Technology, Qingdao University, Qingdao, Shandong Province, China
⨯
Lu Sun,

Roles Supervision

Affiliation College of Computer Science and Technology, Qingdao University, Qingdao, Shandong Province, China
⨯
Qian Li,

Roles Supervision

Affiliation College of Computer Science and Technology, Qingdao University, Qingdao, Shandong Province, China
⨯
Xiatao Sun

Roles Formal analysis, Resources, Supervision

Affiliation School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America

https://orcid.org/0000-0001-5975-5174

⨯

Iterative deep neural networks based on proximal gradient descent for image restoration

Ting Lv,
Zhenkuan Pan,
Weibo Wei,
Guangyu Yang,
Jintao Song,
Xuqing Wang,
Lu Sun,
Qian Li,
Xiatao Sun

Published: November 4, 2022
https://doi.org/10.1371/journal.pone.0276373

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