Deep Retinex Decomposition for Low-Light Enhancement

14 August 2018

Papers citing "Deep Retinex Decomposition for Low-Light Enhancement"

50 / 480 papers shown

Title
Towards Robust Event-guided Low-Light Image Enhancement: A Large-Scale Real-World Event-Image Dataset and Novel Approach Guoqiang Liang Kanghao Chen Hangyu Li Yunfan Lu Lin Wang 3DV 30 14 0 01 Apr 2024
Harmonizing Light and Darkness: A Symphony of Prior-guided Data Synthesis and Adaptive Focus for Nighttime Flare Removal Lishen Qu Shihao Zhou Jinshan Pan Jinglei Shi Duosheng Chen Jufeng Yang 41 1 0 30 Mar 2024
Look-Around Before You Leap: High-Frequency Injected Transformer for Image Restoration Shihao Zhou Duosheng Chen Jinshan Pan Jufeng Yang 29 0 0 30 Mar 2024
AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation Yuning Cui Syed Waqas Zamir Salman Khan Alois Knoll Mubarak Shah Fahad Shahbaz Khan 16 5 0 21 Mar 2024
Leveraging Thermal Modality to Enhance Reconstruction in Low-Light Conditions Jiacong Xu Mingqian Liao K. R. Prabhakar Vishal M. Patel 30 6 0 21 Mar 2024
Learning Novel View Synthesis from Heterogeneous Low-light Captures Quan Zheng Hao Sun Huiyao Xu Fanjiang Xu 26 1 0 20 Mar 2024
Zero-Reference Low-Light Enhancement via Physical Quadruple Priors Wenjing Wang Huan Yang Jianlong Fu Jiaying Liu DiffM 24 20 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 41 5 0 17 Mar 2024
Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion Model Dian Zheng Xiao-Ming Wu Shuzhou Yang Jian Zhang Jianfang Hu Wei-Shi Zheng DiffM 26 27 0 17 Mar 2024
Efficient Diffusion-Driven Corruption Editor for Test-Time Adaptation Yeongtak Oh Jonghyun Lee Jooyoung Choi Dahuin Jung Uiwon Hwang Sungroh Yoon TTA DiffM 25 2 0 16 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 17 1 0 15 Mar 2024
Deep unfolding Network for Hyperspectral Image Super-Resolution with Automatic Exposure Correction Yuan Fang Yipeng Liu Jie Chen Zhen Long Ao Li Chong-Yung Chi Ce Zhu 24 0 0 14 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 26 0 0 12 Mar 2024
CrackNex: a Few-shot Low-light Crack Segmentation Model Based on Retinex Theory for UAV Inspections Zhen Yao Jiawei Xu Shuhang Hou Mooi Choo Choo Chuah 21 7 0 05 Mar 2024
Zero-Reference Lighting Estimation Diffusion Model for Low-Light Image Enhancement Jinhong He Minglong Xue Zhipu Liu Chengyun Song DiffM 24 1 0 05 Mar 2024
Edge-guided Low-light Image Enhancement with Inertial Bregman Alternating Linearized Minimization Chao Huang Zhongming Wu Tieyong Zeng 25 0 0 02 Mar 2024
Diff-Plugin: Revitalizing Details for Diffusion-based Low-level Tasks Yuhao Liu Zhanghan Ke Fang Liu Nanxuan Zhao Rynson W. H. Lau DiffM 24 19 0 01 Mar 2024
Region-Aware Exposure Consistency Network for Mixed Exposure Correction Jin Liu Huiyuan Fu Chuanming Wang Huadong Ma 19 3 0 28 Feb 2024
Misalignment-Robust Frequency Distribution Loss for Image Transformation Zhangkai Ni Juncheng Wu Zian Wang Wenhan Yang Hanli Wang Lin Ma 26 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 24 2 0 28 Feb 2024
Learning Exposure Correction in Dynamic Scenes Jin Liu Bo Wang Chuanming Wang Huiyuan Fu Huadong Ma 16 0 0 27 Feb 2024
NocPlace: Nocturnal Visual Place Recognition via Generative and Inherited Knowledge Transfer Bingxi Liu Yiqun Wang Huaqi Tao Tingjun Huang Fulin Tang Yihong Wu Jinqiang Cui Hong Zhang 21 1 0 27 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 38 23 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
U-shaped Vision Mamba for Single Image Dehazing Zhuoran Zheng Chen Henry Wu 65 34 0 06 Feb 2024
AoSRNet: All-in-One Scene Recovery Networks via Multi-knowledge Integration Yuxu Lu Dong Yang Yuan Gao Ryan Wen Liu Jun Liu Yu Guo 12 10 0 06 Feb 2024
Recasting Regional Lighting for Shadow Removal Yuhao Liu Zhanghan Ke Ke Xu Fang Liu Zhenwei Wang Rynson W. H. Lau 14 16 0 01 Feb 2024
InstructIR: High-Quality Image Restoration Following Human Instructions Marcos V. Conde Gregor Geigle Radu Timofte DiffM 18 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
VJT: A Video Transformer on Joint Tasks of Deblurring, Low-light Enhancement and Denoising Yuxiang Hui Yang Liu Yaofang Liu Fan Jia Jinshan Pan Raymond H. F. Chan Tieyong Zeng ViT 28 1 0 26 Jan 2024
LLMRA: Multi-modal Large Language Model based Restoration Assistant Xiaoyu Jin Yuan Shi Bin Xia Wenming Yang 29 4 0 21 Jan 2024
MixNet: Towards Effective and Efficient UHD Low-Light Image Enhancement Chen Henry Wu Zhuoran Zheng Xiuyi Jia Wenqi Ren 25 2 0 19 Jan 2024
Learning to Robustly Reconstruct Low-light Dynamic Scenes from Spike Streams Liwen Hu Ziluo Ding Mianzhi Liu Lei Ma Tiejun Huang OffRL AI4TS 13 0 0 19 Jan 2024
Improving Low-Light Image Recognition Performance Based on Image-adaptive Learnable Module Seitaro Ono Yuka Ogino Takahiro Toizumi Atsushi Ito Masato Tsukada 17 1 0 12 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
A Non-Uniform Low-Light Image Enhancement Method with Multi-Scale Attention Transformer and Luminance Consistency Loss Xiao Fang Xin Gao Baofeng Li Feng Zhai Yu Qin Zhihang Meng Jiansheng Lu Chun Xiao ViT 14 3 0 27 Dec 2023
Geometric-Aware Low-Light Image and Video Enhancement via Depth Guidance Yingqi Lin Xiaogang Xu Yan Han Jiafei Wu Zhe Liu 16 0 0 26 Dec 2023
Nighttime Person Re-Identification via Collaborative Enhancement Network with Multi-domain Learning Andong Lu Tianrui Zha Tianrui Zha Jin Tang Xiaofeng Wang Bin Luo 24 2 0 25 Dec 2023
Segment Any Events via Weighted Adaptation of Pivotal Tokens Zhiwen Chen Zhiyu Zhu Yifan Zhang Junhui Hou Guangming Shi Jinjian Wu 28 6 0 24 Dec 2023
Revealing Shadows: Low-Light Image Enhancement Using Self-Calibrated Illumination Farzaneh Koohestani N. Karimi S. Samavi 13 1 0 23 Dec 2023
ClassLIE: Structure- and Illumination-Adaptive Classification for Low-Light Image Enhancement Zixiang Wei Yiting Wang Lichao Sun Athanasios V. Vasilakos Lin Wang 28 0 0 20 Dec 2023
ReCo-Diff: Explore Retinex-Based Condition Strategy in Diffusion Model for Low-Light Image Enhancement Yuhui Wu Guoqing Wang Zhiwen Wang Yang Yang Tianyu Li Malu Zhang Chongyi Li H. Shen DiffM 35 2 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
Aleth-NeRF: Illumination Adaptive NeRF with Concealing Field Assumption Ziteng Cui Lin Gu Xiao Sun Xianzheng Ma Yu Qiao Tatsuya Harada 15 4 0 14 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 42 8 0 14 Dec 2023
Learning to See Low-Light Images via Feature Domain Adaptation Qirui Yang Qihua Cheng Huanjing Yue Le Zhang Yihao Liu Jingyu Yang 13 4 0 11 Dec 2023
Prompt-In-Prompt Learning for Universal Image Restoration Zilong Li Yiming Lei Chenglong Ma Junping Zhang Hongming Shan VLM 24 25 0 08 Dec 2023
Boosting Object Detection with Zero-Shot Day-Night Domain Adaptation Zhipeng Du Miaojing Shi Jiankang Deng ObjD 18 4 0 02 Dec 2023
Test-Time Degradation Adaptation for Open-Set Image Restoration Yuanbiao Gou Haiyu Zhao Boyun Li Xinyan Xiao Xi Peng VLM 6 7 0 02 Dec 2023