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Open Access

Peer-reviewed

Research Article

Hazediff: A training-free diffusion-based image dehazing method with pixel-level feature injection

Xiaoxia Lin,

Roles Conceptualization, Writing – review & editing

Affiliation College of Intelligent Equipment, Shandong University of Science and Technology, Taian, China
⨯
Zhengao Li,

Roles Conceptualization, Software, Writing – original draft

Affiliation College of Intelligent Equipment, Shandong University of Science and Technology, Taian, China
⨯
Dawei Huang,

Roles Data curation

Affiliation College of Intelligent Equipment, Shandong University of Science and Technology, Taian, China
⨯
Wancheng Feng,

Roles Methodology, Software

Affiliation College of Intelligent Equipment, Shandong University of Science and Technology, Taian, China
⨯
XinJun An ,

* E-mail: skdaxj@sdust.edu.cn

Affiliation College of Intelligent Equipment, Shandong University of Science and Technology, Taian, China
⨯
Lin Sun,

Roles Data curation, Formal analysis

Affiliation College of Intelligent Equipment, Shandong University of Science and Technology, Taian, China

https://orcid.org/0000-0002-3894-1928

⨯
Niuzhen Yu,

Roles Funding acquisition

Affiliation Hanqing Data Consulting Co., Ltd., Zibo, China
⨯
Yan Li,

Roles Investigation

Affiliation Hanqing Data Consulting Co., Ltd., Zibo, China
⨯
Chunwei Leng

Roles Supervision

Affiliation Hanqing Data Consulting Co., Ltd., Zibo, China
⨯

Hazediff: A training-free diffusion-based image dehazing method with pixel-level feature injection

Xiaoxia Lin,
Zhengao Li,
Dawei Huang,
Wancheng Feng,
XinJun An,
Lin Sun,
Niuzhen Yu,
Yan Li,
Chunwei Leng

x

Published: October 28, 2025
https://doi.org/10.1371/journal.pone.0329759

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