Deep Retinex Decomposition for Low-Light Enhancement

14 August 2018

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

50 / 480 papers shown

Title
LDM-ISP: Enhancing Neural ISP for Low Light with Latent Diffusion Models Qiang Wen Yazhou Xing Zhefan Rao Qifeng Chen DiffM 27 0 0 02 Dec 2023
Sequential Modeling Enables Scalable Learning for Large Vision Models Yutong Bai Xinyang Geng K. Mangalam Amir Bar Alan Yuille Trevor Darrell Jitendra Malik Alexei A. Efros MLLM VLM 22 151 0 01 Dec 2023
Resfusion: Denoising Diffusion Probabilistic Models for Image Restoration Based on Prior Residual Noise Zhenning Shi Haoshuai Zheng Chen Xu Changsheng Dong Bin Pan Xueshuo Xie Along He Tao Li Huazhu Fu DiffM 23 3 0 25 Nov 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 31 24 0 20 Nov 2023
4K-Resolution Photo Exposure Correction at 125 FPS with ~8K Parameters Yijie Zhou Chao Li Jin Liang Tianyi Xu Xin Liu Jun Xu 3DV 19 9 0 15 Nov 2023
Dynamic Association Learning of Self-Attention and Convolution in Image Restoration Kui Jiang Xuemei Jia Wenxin Huang Wenbin Wang Zheng Wang Junjun Jiang 13 1 0 09 Nov 2023
LuminanceL1Loss: A loss function which measures percieved brightness and colour differences Dominic De Jonge 30 0 0 08 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 25 4 0 06 Nov 2023
Global Structure-Aware Diffusion Process for Low-Light Image Enhancement Jinhui Hou Zhiyu Zhu Junhui Hou Hui Liu Huanqiang Zeng Hui Yuan 40 74 0 26 Oct 2023
Sparse-DySta: Sparsity-Aware Dynamic and Static Scheduling for Sparse Multi-DNN Workloads Hongxiang Fan Stylianos I. Venieris Alexandros Kouris Nicholas D. Lane 8 7 0 17 Oct 2023
Unifying Image Processing as Visual Prompting Question Answering Yihao Liu Xiangyu Chen Xianzheng Ma Xintao Wang Jiantao Zhou Yu Qiao Chao Dong MLLM 19 18 0 16 Oct 2023
AutoDIR: Automatic All-in-One Image Restoration with Latent Diffusion Yitong Jiang Zhaoyang Zhang Tianfan Xue Jinwei Gu DiffM 32 40 0 16 Oct 2023
Dimma: Semi-supervised Low Light Image Enhancement with Adaptive Dimming Wojciech Kozlowski Michal Szachniewicz Michal Stypulkowski Maciej Ziȩba 20 4 0 14 Oct 2023
ITRE: Low-light Image Enhancement Based on Illumination Transmission Ratio Estimation Yu Wang Yihong Wang Tong Liu Xiubao Sui Qian Chen 8 4 0 08 Oct 2023
Controlling Vision-Language Models for Multi-Task Image Restoration Ziwei Luo Fredrik K. Gustafsson Zheng Zhao Jens Sjölund Thomas B. Schon VLM 59 30 0 02 Oct 2023
Joint Correcting and Refinement for Balanced Low-Light Image Enhancement Xiaotian Zhou Hong Shi Yahong Han 16 4 0 28 Sep 2023
IAIFNet: An Illumination-Aware Infrared and Visible Image Fusion Network Qiao Yang Yu Zhang Zijing Zhao Jian Zhang Shunli Zhang 17 11 0 26 Sep 2023
Bootstrap Diffusion Model Curve Estimation for High Resolution Low-Light Image Enhancement Jiancheng Huang Yi-fan Liu Shifeng Chen DiffM 24 5 0 26 Sep 2023
Retinex-guided Channel-grouping based Patch Swap for Arbitrary Style Transfer Chang Liu Yi Niu Mingming Ma Fu Li Guangming Shi 28 0 0 19 Sep 2023
Double Domain Guided Real-Time Low-Light Image Enhancement for Ultra-High-Definition Transportation Surveillance Jingxiang Qu R. W. Liu Yuan Gao Yu Guo Fenghua Zhu Fei-Yue Wang 27 18 0 15 Sep 2023
DEFormer: DCT-driven Enhancement Transformer for Low-light Image and Dark Vision Xiangchen Yin Zhenda Yu Xin Gao Ran Ju ViT 16 1 0 13 Sep 2023
Diving into Darkness: A Dual-Modulated Framework for High-Fidelity Super-Resolution in Ultra-Dark Environments Jiaxin Gao Ziyu Yue Yaohua Liu Sihan Xie Xin-Yue Fan Risheng Liu 16 3 0 11 Sep 2023
CNN Injected Transformer for Image Exposure Correction Shuning Xu Xiangyu Chen Binbin Song Jiantao Zhou ViT 17 6 0 08 Sep 2023
Trash to Treasure: Low-Light Object Detection via Decomposition-and-Aggregation Xiaohan Cui Long Ma Tengyu Ma Jinyuan Liu Xin-Yue Fan Risheng Liu ViT 16 10 0 07 Sep 2023
Empowering Low-Light Image Enhancer through Customized Learnable Priors Naishan Zheng Man Zhou Yanmeng Dong Xiangyu Rui Jie Huang Chongyi Li Fengmei Zhao 26 28 0 05 Sep 2023
Holistic Dynamic Frequency Transformer for Image Fusion and Exposure Correction Xiaoke Shang Gehui Li Zhiying Jiang Shaomin Zhang Nai Ding Jinyuan Liu 11 17 0 03 Sep 2023
Fearless Luminance Adaptation: A Macro-Micro-Hierarchical Transformer for Exposure Correction Gehui Li Jinyuan Liu Long Ma Zhiying Jiang Xin-Yue Fan Risheng Liu 18 6 0 02 Sep 2023
IndGIC: Supervised Action Recognition under Low Illumination Jing-Teng Zeng 22 1 0 29 Aug 2023
Generalized Lightness Adaptation with Channel Selective Normalization Mingde Yao Jie Huang Xin Jin Ruikang Xu Shenglong Zhou Man Zhou Zhiwei Xiong 28 10 0 26 Aug 2023
Devignet: High-Resolution Vignetting Removal via a Dual Aggregated Fusion Transformer With Adaptive Channel Expansion Shenghong Luo Xuhang Chen Wei-Neng Chen Zinuo Li Shuqiang Wang Chi-Man Pun ViT 18 25 0 26 Aug 2023
Residual Denoising Diffusion Models Jiawei Liu Qiang Wang Huijie Fan Yinong Wang Yandong Tang Liangqiong Qu DiffM 24 31 0 25 Aug 2023
Diff-Retinex: Rethinking Low-light Image Enhancement with A Generative Diffusion Model Xunpeng Yi Han Xu H. M. Zhang Linfeng Tang Jiayi Ma DiffM 11 94 0 25 Aug 2023
CDAN: Convolutional Dense Attention-guided Network for Low-light Image Enhancement Hossein Shakibania Sina Raoufi H. Khotanlou 27 6 0 24 Aug 2023
DiffLLE: Diffusion-guided Domain Calibration for Unsupervised Low-light Image Enhancement Shuzhou Yang Xuanyu Zhang Yinhuai Wang Jiwen Yu Yuhan Wang Jian Zhang DiffM 14 6 0 18 Aug 2023
Automatic Signboard Recognition in Low Quality Night Images Manas Kagde P. Choudhary Rishi Joshi S. Dey 8 0 0 17 Aug 2023
Low-Light Image Enhancement with Illumination-Aware Gamma Correction and Complete Image Modelling Network Yinglong Wang Z. Liu Jianzhuang Liu Songcen Xu Shuaicheng Liu 3DV 26 25 0 16 Aug 2023
Self-Reference Deep Adaptive Curve Estimation for Low-Light Image Enhancement Jian Wen Chen-Mi Wu Tong Zhang Yixuan Yu P. Swierczynski 29 2 0 16 Aug 2023
SYENet: A Simple Yet Effective Network for Multiple Low-Level Vision Tasks with Real-time Performance on Mobile Device Wei Gou Ziyao Yi Yan Xiang Sha Li Zibin Liu Dehui Kong Ke Xu 23 2 0 16 Aug 2023
Hierarchy Flow For High-Fidelity Image-to-Image Translation Weichen Fan Jinghuan Chen Ziwei Liu 19 0 0 14 Aug 2023
CLE Diffusion: Controllable Light Enhancement Diffusion Model Yuyang Yin Dejia Xu Chuangchuang Tan P. Liu Yao-Min Zhao Yunchao Wei DiffM 27 19 0 13 Aug 2023
Enhancing Low-light Light Field Images with A Deep Compensation Unfolding Network Xianqiang Lyu Junhui Hou 30 4 0 10 Aug 2023
FeatEnHancer: Enhancing Hierarchical Features for Object Detection and Beyond Under Low-Light Vision K. Hashmi Goutham Kallempudi D. Stricker Muhammad Zeshan Afzal 25 17 0 07 Aug 2023
Bilevel Generative Learning for Low-Light Vision Yingchi Liu Zhu Liu Long Ma Jinyuan Liu Xin-Yue Fan Zhongxuan Luo Risheng Liu VLM 27 1 0 07 Aug 2023
FourLLIE: Boosting Low-Light Image Enhancement by Fourier Frequency Information Chenxi Wang Hongjun Wu Zhi Jin 27 76 0 06 Aug 2023
Brighten-and-Colorize: A Decoupled Network for Customized Low-Light Image Enhancement Chenxi Wang Zhi Jin VOS 22 11 0 06 Aug 2023
All-in-one Multi-degradation Image Restoration Network via Hierarchical Degradation Representation Cheng Zhang Yu Zhu Qingsen Yan Jinqiu Sun Yanning Zhang 23 21 0 06 Aug 2023
Decomposition Ascribed Synergistic Learning for Unified Image Restoration Jinghao Zhang Fengmei Zhao 21 1 0 01 Aug 2023
Visibility Enhancement for Low-light Hazy Scenarios Chaoqun Zhuang Yunfei Liu Sijia Wen Feng Lu DiffM 16 0 0 01 Aug 2023
Space Debris: Are Deep Learning-based Image Enhancements part of the Solution? M. Jamrozik Vincent Gaudillière M. A. Musallam Djamila Aouada 15 0 0 01 Aug 2023
Learning with Constraint Learning: New Perspective, Solution Strategy and Various Applications Risheng Liu Jiaxin Gao Xuan Liu Xin-Yue Fan 25 8 0 28 Jul 2023