Global Structure-Aware Diffusion Process for Low-Light Image Enhancement

26 October 2023

Hui Yuan

Papers citing "Global Structure-Aware Diffusion Process for Low-Light Image Enhancement"

44 / 44 papers shown

Title
UnfoldIR: Rethinking Deep Unfolding Network in Illumination Degradation Image Restoration Chunming He Rihan Zhang Fengyang Xiao Chengyu Fang Longxiang Tang Y. Zhang Sina Farsiu 14 0 0 10 May 2025
TS-Diff: Two-Stage Diffusion Model for Low-Light RAW Image Enhancement Yi Li Zhiyuan Zhang Jiangnan Xia Jianghan Cheng Qilong Wu Junwei Li Yibin Tian Hui Kong DiffM 34 0 0 07 May 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
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
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
Leveraging Diffusion Knowledge for Generative Image Compression with Fractal Frequency-Aware Band Learning Lingyu Zhu Xiangrui Zeng Bolin Chen Peilin Chen Yung-Hui Li Shiqi Wang DiffM 43 0 0 14 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
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
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
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
Multi-Knowledge-oriented Nighttime Haze Imaging Enhancer for Vision-driven Intelligent Transportation Systems Ai Chen Y. Lu Dong Yang Junlin Zhou Yan Fu Duanbing Chen 48 0 0 11 Feb 2025
UR2P-Dehaze: Learning a Simple Image Dehaze Enhancer via Unpaired Rich Physical Prior Minglong Xue Shuaibin Fan Shivakumara Palaiahnakote Mingliang Zhou 34 0 0 12 Jan 2025
Rethinking Model Redundancy for Low-light Image Enhancement Tong Li Lizhi Wang Hansen Feng Lin Zhu Wanxuan Lu Hua Huang 69 0 0 21 Dec 2024
Zero-Shot Low Light Image Enhancement with Diffusion Prior Joshua Cho Sara Aghajanzadeh Zhen Zhu David A. Forsyth DiffM 89 0 0 18 Dec 2024
PrefPaint: Aligning Image Inpainting Diffusion Model with Human Preference Kendong Liu Zhiyu Zhu Chuanhao Li Hui Liu H. Zeng Junhui Hou EGVM 28 2 0 29 Oct 2024
E-Motion: Future Motion Simulation via Event Sequence Diffusion Song Wu Zhiyu Zhu Junhui Hou Guangming Shi Jinjian Wu DiffM VGen 25 0 0 11 Oct 2024
Learning Efficient and Effective Trajectories for Differential Equation-based Image Restoration Zhiyu Zhu Jinhui Hou Hui Liu Huanqiang Zeng Junhui Hou 30 0 0 07 Oct 2024
Optimization Proxies using Limited Labeled Data and Training Time -- A Semi-Supervised Bayesian Neural Network Approach Parikshit Pareek K. Sundar Deepjyoti Deka Sidhant Misra Sidhant Misra 27 0 0 04 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 14 4 0 27 Sep 2024
KAN See In the Dark Aoxiang Ning Minglong Xue Jinhong He Chengyun Song 28 2 0 05 Sep 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 26 4 0 20 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 27 1 0 18 Jul 2024
LightenDiffusion: Unsupervised Low-Light Image Enhancement with Latent-Retinex Diffusion Models Hai Jiang Ao Luo Xiaohong Liu Songchen Han Shuaicheng Liu DiffM 20 14 0 12 Jul 2024
DiffRetouch: Using Diffusion to Retouch on the Shoulder of Experts Zheng-Peng Duan Jiawei Zhang Zheng Lin Xin Jin Dongqing Zou Chunle Guo Chongyi Li DiffM 21 0 0 04 Jul 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 54 25 0 17 Jun 2024
Technique Report of CVPR 2024 PBDL Challenges Ying Fu Yu Li Shaodi You Boxin Shi Linwei Chen ... Songyin Dai Sen Jia Junpei Zhang Puhua Chen Qihang Li 25 0 0 15 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
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
Low-Light Image Enhancement Framework for Improved Object Detection in Fisheye Lens Datasets D. Tran Armstrong Aboah Yuntae Jeon Maged Shoman Minsoo Park Seunghee Park 23 3 0 15 Apr 2024
The 8th AI City Challenge Shuo Wang D. Anastasiu Zhenghang Tang Ming-Ching Chang Yue Yao ... Xunlei Wu S. Pusegaonkar Yizhou Wang Sujit Biswas Rama Chellappa 20 31 0 15 Apr 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 32 23 0 08 Feb 2024
MixNet: Towards Effective and Efficient UHD Low-Light Image Enhancement Chen Henry Wu Zhuoran Zheng Xiuyi Jia Wenqi Ren 16 2 0 19 Jan 2024
Low-light Image Enhancement via CLIP-Fourier Guided Wavelet Diffusion Minglong Xue Jinhong He Wenhai Wang Mingliang Zhou 15 11 0 08 Jan 2024
A Comprehensive Study of Object Tracking in Low-Light Environments Anqi Yi Nantheera Anantrasirichai 14 8 0 25 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 29 24 0 20 Nov 2023
Dimma: Semi-supervised Low Light Image Enhancement with Adaptive Dimming Wojciech Kozlowski Michal Szachniewicz Michal Stypulkowski Maciej Ziȩba 17 4 0 14 Oct 2023
Denoising Diffusion Post-Processing for Low-Light Image Enhancement Savvas Panagiotou Anna Sergeevna Bosman DiffM 16 7 0 16 Mar 2023
Denoising Diffusion Restoration Models Bahjat Kawar Michael Elad Stefano Ermon Jiaming Song DiffM 196 770 0 27 Jan 2022
RePaint: Inpainting using Denoising Diffusion Probabilistic Models Andreas Lugmayr Martin Danelljan Andrés Romero F. I. F. Richard Yu Radu Timofte Luc Van Gool DiffM 200 1,330 0 24 Jan 2022
Adaptive Unfolding Total Variation Network for Low-Light Image Enhancement Chuanjun Zheng D. Shi Wentian Shi 129 78 0 03 Oct 2021
Low-Light Image Enhancement with Normalizing Flow Yufei Wang Renjie Wan Wenhan Yang Haoliang Li Lap-Pui Chau Alex C. Kot 83 221 0 13 Sep 2021
Non-Local Recurrent Network for Image Restoration Ding Liu B. Wen Yuchen Fan Chen Change Loy Thomas S. Huang SupR 127 624 0 07 Jun 2018
Feature Pyramid Networks for Object Detection Tsung-Yi Lin Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 154 3,574 0 09 Dec 2016