Deep Retinex Decomposition for Low-Light Enhancement

14 August 2018

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

50 / 480 papers shown

Title
A review of advancements in low-light image enhancement using deep learning Fangxue Liu Lei Fan 30 0 0 09 May 2025
A Preliminary Study for GPT-4o on Image Restoration Hao-Liang Yang Y. Yang Ruikun Zhang Liyuan Pan 12 0 0 08 May 2025
DFVO: Learning Darkness-free Visible and Infrared Image Disentanglement and Fusion All at Once Qi Zhou Yukai Shi Xiaojun Yang Xiaoyu Xian Lunjia Liao Ruimao Zhang Liang Lin 43 0 0 07 May 2025
Image Restoration via Multi-domain Learning Xingyu Jiang Ning Gao Xiuhui Zhang Hongkun Dou Shaowen Fu Xiaoqing Zhong H. Li Yue Deng ViT 19 0 0 07 May 2025
CMAWRNet: Multiple Adverse Weather Removal via a Unified Quaternion Neural Architecture V. Frants S. Agaian K. Panetta Peter Huang 30 0 0 03 May 2025
DGSolver: Diffusion Generalist Solver with Universal Posterior Sampling for Image Restoration H. Wang Jing Zhang Haonan Guo Di Wang Jiayi Ma Bo Du 58 0 0 30 Apr 2025
FusionNet: Multi-model Linear Fusion Framework for Low-light Image Enhancement Kangbiao Shi Yixu Feng Tao Hu Yu Cao Peng Wu Yijin Liang Y. Zhang Qingsen Yan 16 0 0 27 Apr 2025
DPMambaIR:All-in-One Image Restoration via Degradation-Aware Prompt State Space Model Z. Liu S. Zhou Yuchao Dai Yang Wang Yisheng An Xiangmo Zhao 32 0 0 24 Apr 2025
Structure-guided Diffusion Transformer for Low-Light Image Enhancement Xiangchen Yin Zhenda Yu Longtao Jiang Xin Gao Xiao Sun Zhi Liu Xun Yang DiffM 42 0 0 21 Apr 2025
Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Wei Dong Yan Min Han Zhou Jun Chen ViT 24 0 0 18 Apr 2025
NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Xin Li Yeying Jin Xin Jin Zongwei Wu Bingchen Li ... Jieyuan Pei Z. Li J. Wang Haoyu Bian Haoran Sun 42 5 0 17 Apr 2025
Learning Physics-Informed Color-Aware Transforms for Low-Light Image Enhancement Xingxing Yang Jie Chen Zaifeng Yang 27 0 0 16 Apr 2025
Towards Realistic Low-Light Image Enhancement via ISP Driven Data Modeling Zhihua Wang Yu Long Qinghua Lin Kai Zhang Y. Zhang Yuming Fang Li Liu Xiaochun Cao 35 0 0 16 Apr 2025
Beyond Degradation Redundancy: Contrastive Prompt Learning for All-in-One Image Restoration Gang Wu Junjun Jiang Kui Jiang Xianming Liu Liqiang Nie VLM CLL 36 0 0 14 Apr 2025
Shadow Erosion and Nighttime Adaptability for Camera-Based Automated Driving Applications Mohamed Sabry Gregory Schroeder Joshua Varughese Cristina Olaverri-Monreal 24 0 0 11 Apr 2025
Nonlocal Retinex-Based Variational Model and its Deep Unfolding Twin for Low-Light Image Enhancement Daniel Torres Joan Duran Julia Navarro Catalina Sbert 26 0 0 10 Apr 2025
Content-Aware Transformer for All-in-one Image Restoration Gang Wu Junjun Jiang Kui Jiang Xianming Liu ViT 36 0 0 07 Apr 2025
Brightness Perceiving for Recursive Low-Light Image Enhancement H. Wang Long Peng Yuejin Sun Zengyu Wan Yang Wang Yang Cao 63 12 0 03 Apr 2025
SemiISP/SemiIE: Semi-Supervised Image Signal Processor and Image Enhancement Leveraging One-to-Many Mapping sRGB-to-RAW Masakazu Yoshimura Junji Otsuka Radu Berdan Takeshi Ohashi 30 0 0 03 Apr 2025
Adaptive Low Light Enhancement via Joint Global-Local Illumination Adjustment Haodian Wang Yaqi Song 45 0 0 01 Apr 2025
Test-Time Visual In-Context Tuning Jiahao Xie A. Tonioni N. Rauschmayr F. Tombari Bernt Schiele OOD VLM 47 0 0 27 Mar 2025
Devil is in the Uniformity: Exploring Diverse Learners within Transformer for Image Restoration Shihao Zhou Dayu Li Jinshan Pan Juncheng Zhou Jinglei Shi Jufeng Yang 51 0 0 26 Mar 2025
LENVIZ: A High-Resolution Low-Exposure Night Vision Benchmark Dataset Manjushree B. Aithal Rosaura G. VidalMata Manikandtan Kartha Gong Chen Eashan Adhikarla L. N. Kirsten Zhicheng Fu Nikhil Ambha Madhusudhana Joe Nasti 52 0 0 25 Mar 2025
Cat-AIR: Content and Task-Aware All-in-One Image Restoration Jiachen Jiang Tianyu Ding K. Zhang Jinxin Zhou Tianyi Chen Ilya Zharkov Zhihui Zhu Luming Liang 49 0 0 23 Mar 2025
UniCoRN: Latent Diffusion-based Unified Controllable Image Restoration Network across Multiple Degradations Debabrata Mandal Soumitri Chattopadhyay Guansen Tong Praneeth Chakravarthula DiffM 50 0 0 20 Mar 2025
CTSR: Controllable Fidelity-Realness Trade-off Distillation for Real-World Image Super Resolution Runyi Li Bin Chen Jian Andrew Zhang Radu Timofte SupR 49 0 0 18 Mar 2025
YOLO-LLTS: Real-Time Low-Light Traffic Sign Detection via Prior-Guided Enhancement and Multi-Branch Feature Interaction Ziyu Lin Yunfan Wu Yuhang Ma Junzhou Chen Ronghui Zhang Jiaming Wu Guodong Yin Liang Lin 51 0 0 18 Mar 2025
SpaceVLLM: Endowing Multimodal Large Language Model with Spatio-Temporal Video Grounding Capability Jiankang Wang Zhihan Zhang Zhihang Liu Y. Li Jiannan Ge Hongtao Xie Yongdong Zhang 53 0 0 18 Mar 2025
Hybrid Agents for Image Restoration Bingchen Li X. Li Yiting Lu Zhibo Chen 62 1 0 13 Mar 2025
Learning a Unified Degradation-aware Representation Model for Multi-modal Image Fusion Haolong Ma Hui Li Chunyang Cheng Zeyang Zhang Xiaoning Song Xiao Wu 47 1 0 13 Mar 2025
Prompt to Restore, Restore to Prompt: Cyclic Prompting for Universal Adverse Weather Removal Rongxin Liao Feng-Qiang Li Yanyan Wei Zenglin Shi Le Zhang H. Bai M. Wang 46 0 0 12 Mar 2025
TSCnet: A Text-driven Semantic-level Controllable Framework for Customized Low-Light Image Enhancement Miao Zhang Jun Yin Pengyu Zeng Yiqing Shen Shuai Lu Xueqian Wang DiffM 55 6 0 11 Mar 2025
Deep Perceptual Enhancement for Medical Image Analysis S. Sharif R. A. Naqvi Mithun Biswas Woong-Kee Loh MedIm 70 20 0 11 Mar 2025
PromptLNet: Region-Adaptive Aesthetic Enhancement via Prompt Guidance in Low-Light Enhancement Net Jun Yin Yangfan He Miao Zhang Pengyu Zeng Tianyi Wang Shuai Lu Xueqian Wang DiffM 61 3 0 11 Mar 2025
Retinex-MEF: Retinex-based Glare Effects Aware Unsupervised Multi-Exposure Image Fusion Haowen Bai Jiangshe Zhang Zixiang Zhao Lilun Deng Yukun Cui Shuang Xu 53 1 0 10 Mar 2025
Illuminating Darkness: Enhancing Real-world Low-light Scenes with Smartphone Images S. Sharif Abdur Rehman Zain Ul Abidin R. A. Naqvi Fayaz Ali Dharejo Radu Timofte 54 2 0 10 Mar 2025
GM-MoE: Low-Light Enhancement with Gated-Mechanism Mixture-of-Experts Minwen Liao Hao Bo Dong Xinyi Wang Ziyang Yan Yihua Shao MoE DiffM 56 0 0 10 Mar 2025
LapLoss: Laplacian Pyramid-based Multiscale loss for Image Translation Krish Didwania Ishaan Gakhar Prakhar Arya Sanskriti Labroo 54 0 0 07 Mar 2025
DarkDeblur: Learning single-shot image deblurring in low-light condition S. Sharif R. A. Naqvi Farman Alic Mithun Biswas VLM 66 18 0 04 Mar 2025
ERetinex: Event Camera Meets Retinex Theory for Low-Light Image Enhancement Xuejian Guo Zhiqiang Tian Yuehang Wang Siqi Li Yu Jiang Shaoyi Du Yue Gao 36 0 0 04 Mar 2025
Self-supervision via Controlled Transformation and Unpaired Self-conditioning for Low-light Image Enhancement Aupendu Kar S. K. Dhara Debashis Sen P. Biswas 42 4 0 01 Mar 2025
Striving for Faster and Better: A One-Layer Architecture with Auto Re-parameterization for Low-Light Image Enhancement Nan An Long Ma Guangchao Han Xin-Yue Fan Risheng Liu 38 0 0 27 Feb 2025
HVI: A New Color Space for Low-light Image Enhancement Qingsen Yan Yixu Feng Cheng Zhang Guansong Pang Kangbiao Shi Peng Wu Wei Dong Jinqiu Sun Yanning Zhang 30 5 0 27 Feb 2025
LUMINA-Net: Low-light Upgrade through Multi-stage Illumination and Noise Adaptation Network for Image Enhancement Namrah Siddiqua Kim Suneung 57 0 0 24 Feb 2025
MaRS: A Fast Sampler for Mean Reverting Diffusion based on ODE and SDE Solvers Ao Li Wei Fang Hongbo Zhao Le Lu Ge Yang Minfeng Xu DiffM 76 0 0 11 Feb 2025
UniUIR: Considering Underwater Image Restoration as An All-in-One Learner Xu Zhang Huan Zhang Guoli Wang Q. Zhang L. Zhang Bo Du 89 0 0 22 Jan 2025
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Junyu Xia Jiesong Bai Yihang Dong ViT 70 0 0 21 Jan 2025
3rd Workshop on Maritime Computer Vision (MaCVi) 2025: Challenge Results Benjamin Kiefer Lojze Žust Jon Muhovič Matej Kristan J. Pers ... Ashraf Saleem Ching-Heng Cheng Yu-Fan Lin Tzu-Yu Lin Chih-Chung Hsu 38 0 0 20 Jan 2025
Natural Language Supervision for Low-light Image Enhancement Jiahui Tang Kaihua Zhou Zhijian Luo Yueen Hou 34 0 0 11 Jan 2025
Discovering an Image-Adaptive Coordinate System for Photography Processing Ziteng Cui Lin Gu Tatsuya Harada 41 1 0 11 Jan 2025