Deep Retinex Decomposition for Low-Light Enhancement

14 August 2018

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

50 / 480 papers shown

Title
Multi-Scale Representation Learning for Image Restoration with State-Space Model Yuhong He Long Peng Qiaosi Yi Chen Wu Lu Wang Mamba 27 0 0 19 Aug 2024
ExpoMamba: Exploiting Frequency SSM Blocks for Efficient and Effective Image Enhancement Eashan Adhikarla Kai Zhang John Nicholson Brian D. Davison Mamba 27 0 0 19 Aug 2024
HAIR: Hypernetworks-based All-in-One Image Restoration Jin Cao Yi Cao Li Pang Deyu Meng Xiangyong Cao 3DH 16 9 0 15 Aug 2024
Latent Disentanglement for Low Light Image Enhancement Zhihao Zheng Mooi Choo Choo Chuah 29 0 0 12 Aug 2024
Contribution-based Low-Rank Adaptation with Pre-training Model for Real Image Restoration Donwon Park Leixian Shen Se Young Chun 14 2 0 02 Aug 2024
UniProcessor: A Text-induced Unified Low-level Image Processor Huiyu Duan Xiongkuo Min Sijing Wu Wei Shen Guangtao Zhai DiffM 34 8 0 30 Jul 2024
Multi-Expert Adaptive Selection: Task-Balancing for All-in-One Image Restoration Xiaoyan Yu Shen Zhou Huafeng Li Liehuang Zhu 29 3 0 27 Jul 2024
AGLLDiff: Guiding Diffusion Models Towards Unsupervised Training-free Real-world Low-light Image Enhancement Yunlong Lin Tian-Chun Ye Sixiang Chen Zhenqi Fu Yingying Wang Wenhao Chai Zhaohu Xing Lei Zhu Xinghao Ding DiffM 31 4 0 20 Jul 2024
Training-Free Large Model Priors for Multiple-in-One Image Restoration Xuanhua He Lang Li Yingying Wang Hui Zheng Ke Cao K. Yan Rui Li Chengjun Xie Jie Zhang Man Zhou DiffM 43 0 0 18 Jul 2024
Unified-EGformer: Exposure Guided Lightweight Transformer for Mixed-Exposure Image Enhancement Eashan Adhikarla Kai Zhang Rosaura G. VidalMata Manjushree B. Aithal Nikhil Ambha Madhusudhana John Nicholson Lichao Sun Brian D. Davison 30 1 0 18 Jul 2024
Fast Context-Based Low-Light Image Enhancement via Neural Implicit Representations Tomávs Chobola Yu Liu Hanyi Zhang Julia A. Schnabel Tingying Peng 55 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 50 11 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 27 14 0 12 Jul 2024
GAURA: Generalizable Approach for Unified Restoration and Rendering of Arbitrary Views Vinayak Gupta Rongali Simhachala Venkata Girish Mukund Varma T A. Tewari Kaushik Mitra 24 0 0 11 Jul 2024
CAPformer: Compression-Aware Pre-trained Transformer for Low-Light Image Enhancement Wei Wang Zhi Jin 23 1 0 09 Jul 2024
Multi-scale Conditional Generative Modeling for Microscopic Image Restoration Luzhe Huang Xiongye Xiao Shixuan Li Jiawen Sun Yi Huang Aydogan Ozcan Paul Bogdan MedIm DiffM 21 3 0 07 Jul 2024
OneRestore: A Universal Restoration Framework for Composite Degradation Yu Guo Yuan Gao Yuxu Lu Huilin Zhu R. W. Liu Shengfeng He DiffM 30 0 0 05 Jul 2024
Diff-Restorer: Unleashing Visual Prompts for Diffusion-based Universal Image Restoration Yuhong Zhang Hengsheng Zhang Xinning Chai Zhengxue Cheng Rong Xie Li-Na Song Wenjun Zhang DiffM 38 1 0 04 Jul 2024
Toward a Diffusion-Based Generalist for Dense Vision Tasks Yue Fan Yongqin Xian Xiaohua Zhai Alexander Kolesnikov Muhammad Ferjad Naeem Bernt Schiele Federico Tombari VLM MDE DiffM 29 1 0 29 Jun 2024
SimpleFusion: A Simple Fusion Framework for Infrared and Visible Images Ming Chen Yuxuan Cheng Xinwei He Xinyue Wang Yan Aze Jinhai Xiang 16 0 0 27 Jun 2024
DiffLoss: unleashing diffusion model as constraint for training image restoration network Jiangtong Tan Feng Zhao 22 0 0 27 Jun 2024
ConStyle v2: A Strong Prompter for All-in-One Image Restoration Dongqi Fan Junhao Zhang Liang Chang VLM 24 0 0 26 Jun 2024
ECAFormer: Low-light Image Enhancement using Cross Attention Yudi Ruan Hao Ma Weikai Li Xiao Wang 45 0 0 19 Jun 2024
Diffusion Models in Low-Level Vision: A Survey Chunming He Yuqi Shen Chengyu Fang Fengyang Xiao Longxiang Tang Yulun Zhang W. Zuo Zhenhua Guo Xiu Li VLM DiffM MedIm 59 25 0 17 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 52 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 39 4 0 03 Jun 2024
Correlation Matching Transformation Transformers for UHD Image Restoration Cong Wang Jinshan Pan Wei Wang Gang Fu Siyuan Liang Mengzhu Wang Xiaomei Wu Jun Liu ViT 37 24 0 02 Jun 2024
Color Shift Estimation-and-Correction for Image Enhancement Yiyu Li Ke Xu Gerhard Hancke Rynson W. H. Lau 35 0 0 28 May 2024
PromptFix: You Prompt and We Fix the Photo Yongsheng Yu Ziyun Zeng Hang Hua Jianlong Fu Jiebo Luo MLLM DiffM VLM 33 3 0 27 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 17 9 0 25 May 2024
Low-Light Video Enhancement via Spatial-Temporal Consistent Illumination and Reflection Decomposition Xiaogang Xu Kun Zhou Tao Hu Ruixing Wang Hujun Bao 29 0 0 24 May 2024
Efficient Degradation-aware Any Image Restoration Eduard Zamfir Zongwei Wu Nancy Mehta Danda Dani Paudel Yulun Zhang Radu Timofte 19 5 0 24 May 2024
DARK: Denoising, Amplification, Restoration Kit Zhuoheng Li Yuheng Pan Houcheng Yu Zhiheng Zhang 14 2 0 21 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 37 0 0 19 May 2024
Analogist: Out-of-the-box Visual In-Context Learning with Image Diffusion Model Zheng Gu Shiyuan Yang Jing Liao Jing Huo Yang Gao VLM DiffM 27 5 0 16 May 2024
Multi-Object Tracking in the Dark Xinzhe Wang Kang Ma Qiankun Liu Yunhao Zou Ying Fu VOT 28 5 0 10 May 2024
Retinexmamba: Retinex-based Mamba for Low-light Image Enhancement Jiesong Bai Yuhao Yin Qiyuan He Yuanxian Li Xiaofeng Zhang Mamba 25 4 0 06 May 2024
FDCE-Net: Underwater Image Enhancement with Embedding Frequency and Dual Color Encoder Zheng Cheng Guodong Fan Jingchun Zhou Senior Member Ieee Min Gan F. I. C. L. Philip Chen 25 6 0 27 Apr 2024
Spatial-frequency Dual-Domain Feature Fusion Network for Low-Light Remote Sensing Image Enhancement Zishu Yao Guodong Fan Jinfu Fan Senior Member Ieee Min Gan F. I. C. L. Philip Chen 29 14 0 26 Apr 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 32 25 0 22 Apr 2024
Text in the Dark: Extremely Low-Light Text Image Enhancement Che-Tsung Lin Chun Chet Ng Zhi Qin Tan Wan Jun Nah Xinyu Wang Jie-Long Kew Po-Hao Hsu Shang-Hong Lai Chee Seng Chan Christopher Zach 24 0 0 22 Apr 2024
Referring Flexible Image Restoration Runwei Guan Rongsheng Hu Zhuhao Zhou Tianlang Xue Ka Lok Man Jeremy S. Smith Eng Gee Lim Weiping Ding Yutao Yue 26 0 0 16 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
Photo-Realistic Image Restoration in the Wild with Controlled Vision-Language Models Ziwei Luo Fredrik K. Gustafsson Zheng Zhao Jens Sjölund Thomas B. Schon VLM 19 11 0 15 Apr 2024
In-Context Translation: Towards Unifying Image Recognition, Processing, and Generation Han Xue Qianru Sun Li-Na Song Wenjun Zhang Zhiwu Huang MLLM 31 0 0 15 Apr 2024
FreqMamba: Viewing Mamba from a Frequency Perspective for Image Deraining Zou Zhen Yu Hu Zhao Feng Mamba 29 12 0 15 Apr 2024
CodeEnhance: A Codebook-Driven Approach for Low-Light Image Enhancement Xu Wu Xianxu Hou Zhihui Lai Jie Zhou Ya-Nan Zhang Witold Pedrycz Linlin Shen 32 2 0 08 Apr 2024
PIE: Physics-inspired Low-light Enhancement Dong Liang Zhengyan Xu Ling Li Mingqiang Wei Songcan Chen SSL 34 4 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 33 5 0 04 Apr 2024
Specularity Factorization for Low-Light Enhancement A. S. Baslamisli Noah Snavely. Intrinsic 34 3 0 02 Apr 2024