Low-Light Image Enhancement with Wavelet-based Diffusion Models

1 June 2023

Ao Luo

Haoqiang Fan

Papers citing "Low-Light Image Enhancement with Wavelet-based Diffusion Models"

50 / 66 papers shown

Title
A Fourier Space Perspective on Diffusion Models Fabian Falck Teodora Pandeva Kiarash Zahirnia Rachel Lawrence Richard Turner Edward Meeds Javier Zazo Sushrut Karmalkar DiffM MedIm 8 0 0 16 May 2025
PDE: Gene Effect Inspired Parameter Dynamic Evolution for Low-light Image Enhancement Tong Li Lizhi Wang Hansen Feng Lin Zhu Hua Huang DiffM 24 0 0 14 May 2025
StableMotion: Repurposing Diffusion-Based Image Priors for Motion Estimation Ziyi Wang Haipeng Li Lin Sui Tianhao Zhou Hai Jiang Lang Nie Shuaicheng Liu DiffM VGen 49 0 0 10 May 2025
Computationally Efficient Diffusion Models in Medical Imaging: A Comprehensive Review Abdullah Tao Huang Ickjai Lee E. Ahn MedIm 26 0 0 09 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 50 0 0 07 May 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 47 0 0 21 Apr 2025
ISPDiffuser: Learning RAW-to-sRGB Mappings with Texture-Aware Diffusion Models and Histogram-Guided Color Consistency Yang Ren Hai Jiang Menglong Yang W. Li Shuaicheng Liu DiffM 45 0 0 25 Mar 2025
From Zero to Detail: Deconstructing Ultra-High-Definition Image Restoration from Progressive Spectral Perspective C. Zhao Z. Chen Yunzhe Xu Enxuan Gu Jian Li Zili Yi Qian Wang Jian Yang Ying Tai 92 0 0 17 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 63 7 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 69 3 0 11 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 40 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 49 5 0 27 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 199 0 0 22 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
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
Multi-scale Generative Modeling for Fast Sampling Xiongye Xiao Shixuan Li Luzhe Huang Gengshuo Liu Trung-Kien Nguyen Yi Huang Di Chang Mykel J. Kochenderfer Paul Bogdan DiffM 51 1 0 14 Nov 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
Efficient Diffusion as Low Light Enhancer Guanzhou Lan Qianli Ma Yuqi Yang Zhigang Wang Dong Wang Yuan Yuan Bin Zhao 29 0 0 16 Oct 2024
LoLI-Street: Benchmarking Low-Light Image Enhancement and Beyond Md Tanvir Islam Inzamamul Alam Simon Woo Saeed Anwar IK Hyun Lee Khan Muhammad ViT 38 1 0 13 Oct 2024
FDDM: Frequency-Decomposed Diffusion Model for Rectum Cancer Dose Prediction in Radiotherapy Xin Liao Zhenghao Feng Jianghong Xiao Xingchen Peng Yan Wang DiffM MedIm 20 0 0 10 Oct 2024
Learning Efficient and Effective Trajectories for Differential Equation-based Image Restoration Zhiyu Zhu Jinhui Hou Hui Liu Huanqiang Zeng Junhui Hou 40 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 29 0 0 04 Oct 2024
Conditional Image Synthesis with Diffusion Models: A Survey Zheyuan Zhan Defang Chen Jian-Ping Mei Zhenghe Zhao Jiawei Chen Chun Chen Siwei Lyu Can Wang VLM 45 5 0 28 Sep 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
Taming Diffusion Models for Image Restoration: A Review Ziwei Luo Fredrik K. Gustafsson Zheng Zhao Jens Sjölund Thomas B. Schön 40 5 0 16 Sep 2024
Optimizing 4D Lookup Table for Low-light Video Enhancement via Wavelet Priori Jinhong He Minglong Xue Wenhai Wang Mingliang Zhou 39 0 0 13 Sep 2024
ExpoMamba: Exploiting Frequency SSM Blocks for Efficient and Effective Image Enhancement Eashan Adhikarla Kai Zhang John Nicholson Brian D. Davison Mamba 45 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 32 10 0 02 Aug 2024
Diff-Shadow: Global-guided Diffusion Model for Shadow Removal Jinting Luo Ru Li Chengzhi Jiang Mingyan Han Xiaoming Zhang Ting Jiang Haoqiang Fan Shuaicheng Liu DiffM 49 4 0 23 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 41 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 45 2 0 18 Jul 2024
High Frequency Matters: Uncertainty Guided Image Compression with Wavelet Diffusion Juan Song Jiaxiang He Mingtao Feng Keyan Wang Yunsong Li DiffM 46 4 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 38 25 0 12 Jul 2024
Vision Language Model-Empowered Contract Theory for AIGC Task Allocation in Teleoperation Zijun Zhan Yaxian Dong Yuqing Hu Shuai Li Shaohua Cao Z. Han 16 1 0 09 Jul 2024
CAPformer: Compression-Aware Pre-trained Transformer for Low-Light Image Enhancement Wei Wang Zhi Jin 25 1 0 09 Jul 2024
BVI-RLV: A Fully Registered Dataset and Benchmarks for Low-Light Video Enhancement Ruirui Lin Nantheera Anantrasirichai Guoxi Huang Joanne Lin Qi Sun A. Malyugina David Bull 30 6 0 03 Jul 2024
A Comprehensive Survey on Diffusion Models and Their Applications M. Ahsan S. Raman Yingtao Liu Zahed Siddique MedIm DiffM 41 1 0 01 Jul 2024
EndoUIC: Promptable Diffusion Transformer for Unified Illumination Correction in Capsule Endoscopy Long Bai Tong Chen Qiaozhi Tan Wan Jun Nah Yanheng Li ... Jinlin Wu Mobarakol Islam Zhen Li Hongbin Liu Hongliang Ren DiffM MedIm 36 6 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 82 32 0 17 Jun 2024
LighTDiff: Surgical Endoscopic Image Low-Light Enhancement with T-Diffusion Tong Chen Qingcheng Lyu Long Bai Erjian Guo Huxin Gao Xiaoxiao Yang Hongliang Ren Luping Zhou MedIm 38 6 0 17 May 2024
IRSRMamba: Infrared Image Super-Resolution via Mamba-based Wavelet Transform Feature Modulation Model Y. Huang Tomo Miyazaki Xiaofeng Liu S. Omachi Mamba 48 3 0 16 May 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 45 25 0 22 Apr 2024
ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier Transformer Wei Dong Han Zhou Yuqiong Tian Jingke Sun Xiaohong Liu Guangtao Zhai Jun Chen ViT 44 8 0 18 Apr 2024
Equipping Diffusion Models with Differentiable Spatial Entropy for Low-Light Image Enhancement Wenyi Lian W. Lian Ziwei Luo DiffM 31 1 0 15 Apr 2024
RecDiffusion: Rectangling for Image Stitching with Diffusion Models Tianhao Zhou Haipeng Li Ziyi Wang Ao Luo Chen-Lin Zhang Jiajun Li Bing Zeng Shuaicheng Liu DiffM 32 9 0 28 Mar 2024
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions Hao Xu Haipeng Li Yinqiao Wang Shuaicheng Liu Chi-Wing Fu 3DH 34 7 0 27 Mar 2024
Zero-Reference Low-Light Enhancement via Physical Quadruple Priors Wenjing Wang Huan Yang Jianlong Fu Jiaying Liu DiffM 34 21 0 19 Mar 2024
Zero-Reference Lighting Estimation Diffusion Model for Low-Light Image Enhancement Jinhong He Minglong Xue Zhipu Liu Chengyun Song DiffM 45 2 0 05 Mar 2024