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
PDE: Gene Effect Inspired Parameter Dynamic Evolution for Low-light Image Enhancement Tong Li Lizhi Wang Hansen Feng Lin Zhu Hua Huang DiffM 19 0 0 14 May 2025
UnfoldIR: Rethinking Deep Unfolding Network in Illumination Degradation Image Restoration Chunming He Rihan Zhang Fengyang Xiao Chengyu Fang Longxiang Tang Y. Zhang Sina Farsiu 31 0 0 10 May 2025
A review of advancements in low-light image enhancement using deep learning Fangxue Liu Lei Fan 45 0 0 09 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 43 0 0 07 May 2025
IDDM: Bridging Synthetic-to-Real Domain Gap from Physics-Guided Diffusion for Real-world Image Dehazing Shijun Zhou Y. Liu Chunhui Hao Zhiyuan Liu Jiandong Tian DiffM 39 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 21 0 0 27 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 40 0 0 16 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 31 0 0 10 Apr 2025
Brightness Perceiving for Recursive Low-Light Image Enhancement H. Wang Long Peng Yuejin Sun Zengyu Wan Yang Wang Yang Cao 67 12 0 03 Apr 2025
Adaptive Low Light Enhancement via Joint Global-Local Illumination Adjustment Haodian Wang Yaqi Song 48 0 0 01 Apr 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 54 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 62 0 0 25 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 60 0 0 18 Mar 2025
Zero-TIG: Temporal Consistency-Aware Zero-Shot Illumination-Guided Low-light Video Enhancement Yini Li Nantheera Anantrasirichai 55 0 0 14 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
GM-MoE: Low-Light Enhancement with Gated-Mechanism Mixture-of-Experts Minwen Liao Hao Bo Dong Xinyi Wang Ziyang Yan Yihua Shao MoE DiffM 58 0 0 10 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 51 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 46 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 62 0 0 24 Feb 2025
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Junyu Xia Jiesong Bai Yihang Dong ViT 74 0 0 21 Jan 2025
Natural Language Supervision for Low-light Image Enhancement Jiahui Tang Kaihua Zhou Zhijian Luo Yueen Hou 43 0 0 11 Jan 2025
Dual Degradation-Inspired Deep Unfolding Network for Low-Light Image Enhancement Huake Wang Xingsong Hou Xiaoyang Yan Kaibing Zhang Xiangyong Cao Xueming Qian 92 0 0 03 Jan 2025
Rethinking Model Redundancy for Low-light Image Enhancement Tong Li Lizhi Wang Hansen Feng Lin Zhu Wanxuan Lu Hua Huang 79 0 0 21 Dec 2024
Zero-Shot Low Light Image Enhancement with Diffusion Prior Joshua Cho Sara Aghajanzadeh Zhen Zhu David A. Forsyth DiffM 98 0 0 18 Dec 2024
GEXIA: Granularity Expansion and Iterative Approximation for Scalable Multi-grained Video-language Learning Y. Wang Zhikang Zhang Jue Wang D. Fan Zhenlin Xu Linda Liu Xiang Hao Vimal Bhat Xinyu Li VLM 82 1 0 10 Dec 2024
Leveraging Content and Context Cues for Low-Light Image Enhancement Igor Morawski Kai He Shusil Dangi Winston H. Hsu 93 0 0 10 Dec 2024
Learning Adaptive Lighting via Channel-Aware Guidance Qirui Yang Peng-Tao Jiang H. Zhang Jinwei Chen Bo Li Huanjing Yue Jingyu Yang 79 0 0 02 Dec 2024
Luminance Component Analysis for Exposure Correction Jingchao Peng Thomas Bashford-Rogers Jingkun Chen Haitao Zhao Zhengwei Hu Kurt Debattista 64 0 0 25 Nov 2024
All-in-one Weather-degraded Image Restoration via Adaptive Degradation-aware Self-prompting Model Yuanbo Wen Tao Gao Ziqi Li Jing Zhang Kaihao Zhang Ting Chen VLM DiffM 39 0 0 12 Nov 2024
Dropout the High-rate Downsampling: A Novel Design Paradigm for UHD Image Restoration Chen Wu Ling Wang Long Peng Dianjie Lu Zhuoran Zheng 32 0 0 10 Nov 2024
Wavelet-based Mamba with Fourier Adjustment for Low-light Image Enhancement Junhao Tan Songwen Pei Wei Qin Bo Fu Ximing Li Libo Huang Mamba 38 3 0 27 Oct 2024
You Only Look Around: Learning Illumination Invariant Feature for Low-light Object Detection Mingbo Hong Shen Cheng Haibin Huang Haoqiang Fan Shuaicheng Liu ObjD 32 1 0 24 Oct 2024
Super-resolving Real-world Image Illumination Enhancement: A New Dataset and A Conditional Diffusion Model Yang Liu Yaofang Liu J. Pan Yuxiang Hui Fan Jia Raymond H. Chan T. Zeng 44 0 0 16 Oct 2024
Chain-of-Restoration: Multi-Task Image Restoration Models are Zero-Shot Step-by-Step Universal Image Restorers Jin Cao Deyu Meng Xiangyong Cao CLL 16 1 0 11 Oct 2024
Unsupervised Low-light Image Enhancement with Lookup Tables and Diffusion Priors Yunlong Lin Zhenqi Fu Kairun Wen Tian-Chun Ye Sixiang Chen Ge Meng Yingying Wang Yue Huang Xiaotong Tu Xinghao Ding DiffM 27 4 0 27 Sep 2024
ReviveDiff: A Universal Diffusion Model for Restoring Images in Adverse Weather Conditions Wenfeng Huang Guoan Xu Wenjing Jia Stuart W. Perry Guangwei Gao 54 1 0 27 Sep 2024
Enhancing Nighttime UAV Tracking with Light Distribution Suppression L. Yao Changhong Fu Yiheng Wang Haobo Zuo Kunhan Lu 27 1 0 25 Sep 2024
Semi-LLIE: Semi-supervised Contrastive Learning with Mamba-based Low-light Image Enhancement Guanlin Li Ke Zhang Ting Wang Ming Li Bin Zhao Xuelong Li 16 0 0 25 Sep 2024
DAP-LED: Learning Degradation-Aware Priors with CLIP for Joint Low-light Enhancement and Deblurring Ling Wang Chen Wu Lin Wang 34 0 0 20 Sep 2024
Modeling Image Tone Dichotomy with the Power Function Axel Martinez Gustavo Olague Emilio Hernandez 28 0 0 10 Sep 2024
RCNet: Deep Recurrent Collaborative Network for Multi-View Low-Light Image Enhancement Hao Luo Baoliang Chen Lingyu Zhu Peilin Chen Shiqi Wang 3DV 55 0 0 06 Sep 2024
KAN See In the Dark Aoxiang Ning Minglong Xue Jinhong He Chengyun Song 36 2 0 05 Sep 2024
LMT-GP: Combined Latent Mean-Teacher and Gaussian Process for Semi-supervised Low-light Image Enhancement Ye Yu Fengxin Chen Jun Yu Zhen Kan 26 4 0 29 Aug 2024
Unrolled Decomposed Unpaired Learning for Controllable Low-Light Video Enhancement Lingyu Zhu Wenhan Yang Baoliang Chen Hanwei Zhu Zhangkai Ni Qi Mao Shiqi Wang 48 1 0 22 Aug 2024
SDI-Net: Toward Sufficient Dual-View Interaction for Low-light Stereo Image Enhancement Linlin Hu Ao Sun Shijie Hao Richang Hong M. Wang 32 0 0 20 Aug 2024
Multi-Scale Representation Learning for Image Restoration with State-Space Model Yuhong He Long Peng Qiaosi Yi Chen Wu Lu Wang Mamba 35 2 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 37 3 0 19 Aug 2024
Wave-Mamba: Wavelet State Space Model for Ultra-High-Definition Low-Light Image Enhancement Wenbin Zou Hongxia Gao Weipeng Yang Tongtong Liu Mamba 29 10 0 02 Aug 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 39 4 0 20 Jul 2024