ReLLIE: Deep Reinforcement Learning for Customized Low-Light Image Enhancement

13 July 2021

Rongkai Zhang

Lanqing Guo

Siyu Huang

B. Wen

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Papers citing "ReLLIE: Deep Reinforcement Learning for Customized Low-Light Image Enhancement"

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Title
ReviveDiff: A Universal Diffusion Model for Restoring Images in Adverse Weather Conditions Wenfeng Huang Guoan Xu Wenjing Jia Stuart W. Perry Guangwei Gao 54 1 0 27 Sep 2024
ECAFormer: Low-light Image Enhancement using Cross Attention Yudi Ruan Hao Ma Weikai Li Xiao Wang 50 0 0 19 Jun 2024
Equipping Diffusion Models with Differentiable Spatial Entropy for Low-Light Image Enhancement Wenyi Lian W. Lian Ziwei Luo DiffM 37 1 0 15 Apr 2024
PIE: Physics-inspired Low-light Enhancement Dong Liang Zhengyan Xu Ling Li Mingqiang Wei Songcan Chen SSL 40 6 0 06 Apr 2024
Low-light Image Enhancement via CLIP-Fourier Guided Wavelet Diffusion Minglong Xue Jinhong He Wenhai Wang Mingliang Zhou 26 11 0 08 Jan 2024
Self-Reference Deep Adaptive Curve Estimation for Low-Light Image Enhancement Jian Wen Chen-Mi Wu Tong Zhang Yixuan Yu P. Swierczynski 31 4 0 16 Aug 2023
Brighten-and-Colorize: A Decoupled Network for Customized Low-Light Image Enhancement Chenxi Wang Zhi Jin VOS 30 12 0 06 Aug 2023
ExposureDiffusion: Learning to Expose for Low-light Image Enhancement Yufei Wang Yi Yu Wenhan Yang Lanqing Guo Lap-Pui Chau Alex C. Kot B. Wen DiffM 30 41 0 15 Jul 2023
Crowd-Powered Photo Enhancement Featuring an Active Learning Based Local Filter Satoshi Kosugi T. Yamasaki 21 2 0 15 Jun 2023
Low-Light Image Enhancement with Wavelet-based Diffusion Models Hailin Jiang Ao Luo Songchen Han Haoqiang Fan Shuaicheng Liu DiffM 25 131 0 01 Jun 2023
Bio-Inspired Simple Neural Network for Low-Light Image Restoration: A Minimalist Approach Junjie Ye Jilin Zhao 28 0 0 03 May 2023
ALL-E: Aesthetics-guided Low-light Image Enhancement Ling Li Dong Liang Yuan Gao Sheng-Jun Huang Songcan Chen DiffM 29 9 0 28 Apr 2023
Aleth-NeRF: Low-light Condition View Synthesis with Concealing Fields Ziteng Cui Lin Gu Xiao Sun Xianzheng Ma Yu Qiao Tatsuya Harada 29 13 0 10 Mar 2023
ShadowFormer: Global Context Helps Image Shadow Removal Lanqing Guo Siyu Huang Dingshuo Liu Hao Cheng B. Wen ViT 52 45 0 03 Feb 2023
ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow Removal Lanqing Guo Chong Wang Wenhan Yang Siyu Huang Yufei Wang Hanspeter Pfister B. Wen DiffM 54 93 0 09 Dec 2022
REPNP: Plug-and-Play with Deep Reinforcement Learning Prior for Robust Image Restoration Chong Wang Rongkai Zhang S. Ravishankar B. Wen 25 4 0 25 Jul 2022
KinD-LCE Curve Estimation And Retinex Fusion On Low-Light Image Xiaochun Lei Weiliang Mai Junlin Xie Chang Lu Zetao Jiang Zhaoting Gong Ziqi Shan Linjun Lu 3DV 18 2 0 19 Jul 2022
Enhancement by Your Aesthetic: An Intelligible Unsupervised Personalized Enhancer for Low-Light Images Naishan Zheng Jie Huang Qiulin Zhu Man Zhou Fengmei Zhao Zhengjun Zha DiffM 31 12 0 15 Jul 2022
R3L: Connecting Deep Reinforcement Learning to Recurrent Neural Networks for Image Denoising via Residual Recovery Rongkai Zhang Jiang Zhu Zhiyuan Zha Justin Dauwels B. Wen 28 6 0 12 Jul 2021
Non-Local Recurrent Network for Image Restoration Ding Liu B. Wen Yuchen Fan Chen Change Loy Thomas S. Huang SupR 140 628 0 07 Jun 2018