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Open Access

Peer-reviewed

Research Article

Phys-Mamba: Physics-informed selective state-space fusion network for high-fidelity underwater image restoration

Hongwei Li ,

Roles Funding acquisition, Investigation, Methodology

* E-mail: mclhw@gdcp.edu.cn

Affiliation Guangdong Communication Polytechnic, Guangzhou, China

https://orcid.org/0000-0002-7191-1560

⨯
Weishen Li,

Roles Methodology, Project administration, Supervision

Affiliation Guangdong Communication Polytechnic, Guangzhou, China
⨯
Yuqing Lao,

Roles Methodology, Project administration, Resources

Affiliation Guangdong Communication Polytechnic, Guangzhou, China
⨯
Jie Li,

Roles Data curation, Software, Visualization

Affiliation Hubei University of Arts and Science, Xiangyang, China
⨯
Junjie He,

Roles Formal analysis, Funding acquisition, Investigation, Methodology

Affiliation Guangdong Communication Polytechnic, Guangzhou, China
⨯
Caihong Wu,

Roles Conceptualization, Methodology, Project administration

Affiliation Guangdong Communication Polytechnic, Guangzhou, China
⨯
Huilong Zhong,

Roles Writing – original draft

Affiliation Guangdong Communication Polytechnic, Guangzhou, China
⨯
Shaoji Huang

Roles Project administration, Resources

Affiliation Guangdong Communication Polytechnic, Guangzhou, China
⨯

Phys-Mamba: Physics-informed selective state-space fusion network for high-fidelity underwater image restoration

Hongwei Li,
Weishen Li,
Yuqing Lao,
Jie Li,
Junjie He,
Caihong Wu,
Huilong Zhong,
Shaoji Huang

x

Published: September 2, 2026
https://doi.org/10.1371/journal.pone.0354030

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