Low-Level Vision
Diffusion Models in Low-Level Vision$:$ A Survey
Chunming He
$^†$, Yuqi Shen$^†$, Chengyu Fang$^†$, Fengyang Xiao, Yulun Zhang, Wangmeng Zuo, Zhenhua Guo, Xiu Li.
arXiv preprint arXiv:2406.11138
(
arXiv
), 2024
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Real-world Image Dehazing with Coherence-based Label Generator and Cooperative Unfolding Network
Chengyu Fang$^†$,
Chunming He
$^†$, Fengyang Xiao, Yulun Zhang*, Longxiang Tang, Yuelin Zhang, Kai Li, Xiu Li*
arXiv preprint arXiv:2406.07966
(
arXiv
), 2024
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Code
Reti-Diff$:$ Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model
Chunming He
$^†$, Chengyu Fang$^†$, Yulun Zhang*, Tian Ye, Kai Li, Longxiang Tang, Zhenhua Guo, Xiu Li*, Sina Farsiu*
arXiv preprint arXiv:2311.11638
(
arXiv
), 2023
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Degradation-Resistant Unfolding Network for Heterogeneous Image Fusion
Chunming He
, Kai Li*, Guoxia Xu, Yulun Zhang, Runze Hu, Zhenhua Guo, Xiu Li*
in International Conference on Computer Vision
(
ICCV
), 2023
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HQG-Net$:$ Unpaired Medical Image Enhancement with High-Quality Guidance
Chunming He
, Kai Li*, Guoxia Xu, Jiangpeng Yan, Longxiang Tang, Yulun Zhang, Yaowei Wang, Xiu Li*
IEEE Transactions on Neural Networks and Learning Systems
(
TNNLS
), 2023
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Code
DM-Fusion$:$ Deep Model-Driven Network for Heterogeneous Image Fusion
Guoxia Xu$^†$,
Chunming He
$^†$, Hao Wang*, Hu Zhu, Weiping Ding
IEEE Transactions on Neural Networks and Learning Systems
(
TNNLS
), 2023
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IVF-Net$:$ An Infrared and Visible Data Fusion Deep Network for Traffic Object Enhancement in Intelligent Transportation Systems
Mingye Ju$^†$,
Chunming He
$^†$, Juping Liu, Bin Kang, Jian Su, Dengyin Zhang
IEEE Transactions on Intelligent Transportation Systems
(
TITS
), 2022
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PcGAN$:$ A Noise Robust Conditional Generative Adversarial Network for One Shot Learning
Lizhen Deng$^†$,
Chunming He
$^†$, Guoxia Xu, Hu Zhu*, Hao Wang
IEEE Transactions on Intelligent Transportation Systems
(
TITS
), 2022
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