Retinex-inspired Unrolling with Cooperative Prior Architecture Search for Low-light Image Enhancement

10 December 2020

Papers citing "Retinex-inspired Unrolling with Cooperative Prior Architecture Search for Low-light Image Enhancement"

50 / 204 papers shown

Title
Fast Context-Based Low-Light Image Enhancement via Neural Implicit Representations Tomávs Chobola Yu Liu Hanyi Zhang Julia A. Schnabel Tingying Peng 57 4 0 17 Jul 2024
GLARE: Low Light Image Enhancement via Generative Latent Feature based Codebook Retrieval Han Zhou Wei Dong Xiaohong Liu Shuaicheng Liu Xiongkuo Min Guangtao Zhai Jun Chen 66 12 0 17 Jul 2024
LightenDiffusion: Unsupervised Low-Light Image Enhancement with Latent-Retinex Diffusion Models Hai Jiang Ao Luo Xiaohong Liu Songchen Han Shuaicheng Liu DiffM 36 25 0 12 Jul 2024
OneRestore: A Universal Restoration Framework for Composite Degradation Yu Guo Yuan Gao Yuxu Lu Huilin Zhu R. W. Liu Shengfeng He DiffM 42 24 0 05 Jul 2024
DiffRetouch: Using Diffusion to Retouch on the Shoulder of Experts Zheng-Peng Duan Jiawei Zhang Zheng Lin Xin Jin Dongqing Zou Chunle Guo Chongyi Li DiffM 34 0 0 04 Jul 2024
ECAFormer: Low-light Image Enhancement using Cross Attention Yudi Ruan Hao Ma Weikai Li Xiao Wang 50 0 0 19 Jun 2024
RSEND: Retinex-based Squeeze and Excitation Network with Dark Region Detection for Efficient Low Light Image Enhancement Jingcheng Li Ye Qiao Haocheng Xu Sitao Huang 64 0 0 14 Jun 2024
LLEMamba: Low-Light Enhancement via Relighting-Guided Mamba with Deep Unfolding Network Xuanqi Zhang Haijin Zeng Jinwang Pan Qiangqiang Shen Yongyong Chen Mamba 44 5 0 03 Jun 2024
Lightening Anything in Medical Images Ben Fei Yixuan Li Weidong Yang Hengjun Gao Jingyi Xu Lipeng Ma Yatian Yang Pinghong Zhou MedIm 41 2 0 01 Jun 2024
Color Shift Estimation-and-Correction for Image Enhancement Yiyu Li Ke Xu Gerhard Hancke Rynson W. H. Lau 42 7 0 28 May 2024
MambaLLIE: Implicit Retinex-Aware Low Light Enhancement with Global-then-Local State Space Jiangwei Weng Zhiqiang Yan Ying Tai J. Qian Jian Yang Jun Li Mamba 29 10 0 25 May 2024
Low-Light Video Enhancement via Spatial-Temporal Consistent Decomposition Xiaogang Xu Kun Zhou Tao Hu Ruixing Wang Hujun Bao Hao Peng Bei Yu 32 0 0 24 May 2024
Unsupervised Image Prior via Prompt Learning and CLIP Semantic Guidance for Low-Light Image Enhancement Igor Morawski Kai He Shusil Dangi Winston H. Hsu VLM 51 2 0 19 May 2024
Palette-based Color Transfer between Images Chenlei Lv Dan Zhang DiffM 38 0 0 14 May 2024
Retinexmamba: Retinex-based Mamba for Low-light Image Enhancement Jiesong Bai Yuhao Yin Qiyuan He Yuanxian Li Xiaofeng Zhang Mamba 37 28 0 06 May 2024
NTIRE 2024 Challenge on Low Light Image Enhancement: Methods and Results Xiaoning Liu Zongwei Wu Ao Li Florin-Alexandru Vasluianu Yulun Zhang ... Hailong Yan Y. Zhang Baiang Li Jingyi Zhang Huan Zheng 45 25 0 22 Apr 2024
Equipping Diffusion Models with Differentiable Spatial Entropy for Low-Light Image Enhancement Wenyi Lian W. Lian Ziwei Luo DiffM 29 1 0 15 Apr 2024
Seeing Text in the Dark: Algorithm and Benchmark Chengpei Xu Hao Fu Long Ma Wenjing Jia Chengqi Zhang Feng Xia Xiaoyu Ai Binghao Li Wenjie Zhang 32 13 0 13 Apr 2024
Little Strokes Fell Great Oaks: Boosting the Hierarchical Features for Multi-exposure Image Fusion Pan Mu Zhiying Du Jinyuan Liu Cong Bai 19 5 0 09 Apr 2024
Light the Night: A Multi-Condition Diffusion Framework for Unpaired Low-Light Enhancement in Autonomous Driving Jinlong Li Baolu Li Zhengzhong Tu Xinyu Liu Qing-Wu Guo Felix Juefei Xu Runsheng Xu Hongkai Yu DiffM 45 18 0 07 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
DI-Retinex: Digital-Imaging Retinex Theory for Low-Light Image Enhancement Shangquan Sun Wenqi Ren Jingyang Peng Fenglong Song Xiaochun Cao 38 5 0 04 Apr 2024
Specularity Factorization for Low-Light Enhancement A. S. Baslamisli Noah Snavely. Intrinsic 47 4 0 02 Apr 2024
Look-Around Before You Leap: High-Frequency Injected Transformer for Image Restoration Shihao Zhou Duosheng Chen Jinshan Pan Jufeng Yang 40 2 0 30 Mar 2024
Learning Novel View Synthesis from Heterogeneous Low-light Captures Quan Zheng Hao Sun Huiyao Xu Fanjiang Xu 33 1 0 20 Mar 2024
Zero-Reference Low-Light Enhancement via Physical Quadruple Priors Wenjing Wang Huan Yang Jianlong Fu Jiaying Liu DiffM 34 21 0 19 Mar 2024
CPA-Enhancer: Chain-of-Thought Prompted Adaptive Enhancer for Object Detection under Unknown Degradations Yuwei Zhang Yan Wu Yanming Liu Xinyue Peng 43 5 0 17 Mar 2024
How Powerful Potential of Attention on Image Restoration? Cong Wang Jinshan Pan Yeying Jin Liyan Wang Wei Wang Gang Fu Wenqi Ren Xiaochun Cao ViT 28 1 0 15 Mar 2024
Multiple Latent Space Mapping for Compressed Dark Image Enhancement Yi Zeng Zhengning Wang Yuxuan Liu Tianjiao Zeng Xuhang Liu Xinglong Luo Shuaicheng Liu Shuyuan Zhu Bing Zeng 34 0 0 12 Mar 2024
Boosting Image Restoration via Priors from Pre-trained Models Xiaogang Xu Shu Kong Tao Hu Zhe Liu Hujun Bao VLM DiffM 41 2 0 11 Mar 2024
Zero-Reference Lighting Estimation Diffusion Model for Low-Light Image Enhancement Jinhong He Minglong Xue Zhipu Liu Chengyun Song DiffM 42 2 0 05 Mar 2024
LoLiSRFlow: Joint Single Image Low-light Enhancement and Super-resolution via Cross-scale Transformer-based Conditional Flow Ziyu Yue Jiaxin Gao Sihan Xie Yang Liu Zhixun Su 20 1 0 29 Feb 2024
Region-Aware Exposure Consistency Network for Mixed Exposure Correction Jin Liu Huiyuan Fu Chuanming Wang Huadong Ma 34 4 0 28 Feb 2024
A Lightweight Low-Light Image Enhancement Network via Channel Prior and Gamma Correction Shyang-En Weng S. Miaou Ricky Christanto 27 2 0 28 Feb 2024
Seed Optimization with Frozen Generator for Superior Zero-shot Low-light Enhancement Yuxuan Gu Yi Jin Ben Wang Zhixiang Wei Xiaoxiao Ma Pengyang Ling Haoxuan Wang H. Chen Enhong Chen 29 0 0 15 Feb 2024
You Only Need One Color Space: An Efficient Network for Low-light Image Enhancement Qingsen Yan Yixu Feng Cheng Zhang Pei Wang Peng Wu Wei Dong Jinqiu Sun Yanning Zhang 40 27 0 08 Feb 2024
Troublemaker Learning for Low-Light Image Enhancement Yinghao Song Zhiyuan Cao Wanhong Xiang Sifan Long Bo Yang H. Ge Yanchun Liang Chunguo Wu 32 0 0 07 Feb 2024
InstructIR: High-Quality Image Restoration Following Human Instructions Marcos V. Conde Gregor Geigle Radu Timofte DiffM 20 48 0 29 Jan 2024
LYT-Net: Lightweight YUV Transformer-based Network for Low-Light Image Enhancement A. Brateanu R. Balmez A. Avram C. C. Orhei ViT 36 17 0 26 Jan 2024
MixNet: Towards Effective and Efficient UHD Low-Light Image Enhancement Chen Henry Wu Zhuoran Zheng Xiuyi Jia Wenqi Ren 30 2 0 19 Jan 2024
Low-light Image Enhancement via CLIP-Fourier Guided Wavelet Diffusion Minglong Xue Jinhong He Wenhai Wang Mingliang Zhou 18 11 0 08 Jan 2024
Geometric-Aware Low-Light Image and Video Enhancement via Depth Guidance Yingqi Lin Xiaogang Xu Yan Han Jiafei Wu Zhe Liu 22 0 0 26 Dec 2023
ClassLIE: Structure- and Illumination-Adaptive Classification for Low-Light Image Enhancement Zixiang Wei Yiting Wang Lichao Sun Athanasios V. Vasilakos Lin Wang 36 0 0 20 Dec 2023
Enlighten-Your-Voice: When Multimodal Meets Zero-shot Low-light Image Enhancement Xiaofeng Zhang Zishan Xu Hao Tang Chaochen Gu Wei Chen Shanying Zhu Xinping Guan 31 1 0 15 Dec 2023
VQCNIR: Clearer Night Image Restoration with Vector-Quantized Codebook Wenbin Zou Hongxia Gao Tian-Chun Ye Liang Chen Weipeng Yang Shasha Huang Hongsheng Chen Sixiang Chen 50 8 0 14 Dec 2023
Mutual-Learning Knowledge Distillation for Nighttime UAV Tracking Yufeng Liu 31 0 0 13 Dec 2023
Boosting Object Detection with Zero-Shot Day-Night Domain Adaptation Zhipeng Du Miaojing Shi Jiankang Deng ObjD 20 5 0 02 Dec 2023
Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model Chunming He Chengyu Fang Yulun Zhang Chenyu You Kai Li Longxiang Tang Fengyang Xiao Xiu Li Z. Guo 49 26 0 20 Nov 2023
Zero-Shot Enhancement of Low-Light Image Based on Retinex Decomposition Wenchao Li Bangshu Xiong Qiaofeng Ou Xiaoyun Long Jinhao Zhu Jiabao Chen Shuyuan Wen 27 4 0 06 Nov 2023
Dimma: Semi-supervised Low Light Image Enhancement with Adaptive Dimming Wojciech Kozlowski Michal Szachniewicz Michal Stypulkowski Maciej Ziȩba 25 4 0 14 Oct 2023