Generative Diffusion Prior for Unified Image Restoration and Enhancement

3 April 2023

Weidong Yang

Papers citing "Generative Diffusion Prior for Unified Image Restoration and Enhancement"

50 / 119 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 21 0 0 10 May 2025
A review of advancements in low-light image enhancement using deep learning Fangxue Liu Lei Fan 34 0 0 09 May 2025
DiffDenoise: Self-Supervised Medical Image Denoising with Conditional Diffusion Models Basar Demir Yikang Liu Xiao Chen Eric Z. Chen Lin Zhao Boris Mailhe Terrence Chen Shanhui Sun DiffM MedIm 42 0 0 31 Mar 2025
Invert2Restore: Zero-Shot Degradation-Blind Image Restoration Hamadi Chihaoui Paolo Favaro DiffM 40 0 0 27 Mar 2025
Diffusion Image Prior Hamadi Chihaoui Paolo Favaro VLM 60 0 0 27 Mar 2025
Language-based Image Colorization: A Benchmark and Beyond Y. Li Shuai Yang Jiaying Liu DiffM VLM 46 0 0 19 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
DiffGAP: A Lightweight Diffusion Module in Contrastive Space for Bridging Cross-Model Gap Shentong Mo Zehua Chen Fan Bao Jun-Jie Zhu DiffM 50 0 0 15 Mar 2025
Hybrid Agents for Image Restoration Bingchen Li X. Li Yiting Lu Zhibo Chen 71 1 0 13 Mar 2025
RI3D: Few-Shot Gaussian Splatting With Repair and Inpainting Diffusion Priors Avinash Paliwal Xilong Zhou Wei Ye J. Xiong Rakesh Ranjan N. Kalantari DiffM 3DGS 45 0 0 13 Mar 2025
Using Powerful Prior Knowledge of Diffusion Model in Deep Unfolding Networks for Image Compressive Sensing Chen Liao Yan Shen Dan Li Zhongli Wang 58 0 0 11 Mar 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
RestoreGrad: Signal Restoration Using Conditional Denoising Diffusion Models with Jointly Learned Prior Ching Hua Lee Chouchang Yang Jaejin Cho Yashas Malur Saidutta R. S. Srinivasa Yilin Shen Hongxia Jin DiffM 80 0 0 19 Feb 2025
$UniDemoir\é: Towards Universal Image Demoir\éing with Data Generation and Synthesis$ UniDemoir\é: Towards Universal Image Demoir\éing with Data Generation and Synthesis Zemin Yang Yujing Sun Xidong Peng S. Yiu Yuexin Ma DiffM 68 1 0 10 Feb 2025
Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Siwei Tu Ben Fei Weidong Yang Fenghua Ling Hao Chen Zili Liu Kun Chen Hang Fan W. Ouyang Lei Bai 61 0 0 09 Feb 2025
INDIGO+: A Unified INN-Guided Probabilistic Diffusion Algorithm for Blind and Non-Blind Image Restoration Di You P. Dragotti DiffM 35 1 0 23 Jan 2025
Diffusion Prior Interpolation for Flexibility Real-World Face Super-Resolution Jiarui Yang Tao Dai Yufei Zhu Naiqi Li Jinmin Li Shutao Xia DiffM 71 0 0 21 Dec 2024
Zero-Shot Low Light Image Enhancement with Diffusion Prior Joshua Cho Sara Aghajanzadeh Zhen Zhu David A. Forsyth DiffM 94 0 0 18 Dec 2024
Consistent Diffusion: Denoising Diffusion Model with Data-Consistent Training for Image Restoration Xinlong Cheng Tiantian Cao Guoan Cheng Bangxuan Huang Xinghan Tian Ye Wang Xiaoyu He Weixin Li Tianfan Xue Xuan Dong DiffM 84 0 0 17 Dec 2024
LossAgent: Towards Any Optimization Objectives for Image Processing with LLM Agents Bingchen Li Xin Li Yiting Lu Zhibo Chen 78 1 0 05 Dec 2024
Beyond Pixels: Text Enhances Generalization in Real-World Image Restoration Haoze Sun W. J. Li J. Liu Kaiwen Zhou Yongqiang Chen Yong Guo Y. Li Renjing Pei Long Peng Y. Yang DiffM 68 1 0 01 Dec 2024
Oscillation Inversion: Understand the structure of Large Flow Model through the Lens of Inversion Method Yan Zheng Zhenxiao Liang Xiaoyan Cong Lanqing guo Yuehao Wang Peihao Wang Z. Wang DiffM 23 2 0 17 Nov 2024
Text-DiFuse: An Interactive Multi-Modal Image Fusion Framework based on Text-modulated Diffusion Model Hao Zhang Lei Cao Jiayi Ma DiffM 28 4 0 31 Oct 2024
DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation Yuang Ai Xiaoqiang Zhou Huaibo Huang Xiaotian Han Zhengyu Chen Quanzeng You Hongxia Yang 36 0 0 24 Oct 2024
Diffusion Priors for Variational Likelihood Estimation and Image Denoising Jun Cheng Shan Tan DiffM 22 0 0 23 Oct 2024
A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends Junjun Jiang Zengyuan Zuo Gang Wu Kui Jiang Xianming Liu 37 10 0 19 Oct 2024
Training-Free Adaptive Diffusion with Bounded Difference Approximation Strategy Hancheng Ye Jiakang Yuan Renqiu Xia Xiangchao Yan Tao Chen Junchi Yan Botian Shi Bo Zhang DiffM 14 1 0 13 Oct 2024
IceDiff: High Resolution and High-Quality Sea Ice Forecasting with Generative Diffusion Prior Jingyi Xu Siwei Tu Weidong Yang Shuhao Li Keyi Liu Yeqi Luo Lipeng Ma Ben Fei Lei Bai DiffM AI4Cl 31 1 0 10 Oct 2024
PostCast: Generalizable Postprocessing for Precipitation Nowcasting via Unsupervised Blurriness Modeling Junchao Gong Siwei Tu Weidong Yang Ben Fei Kun Chen Wenlong Zhang Xiaokang Yang Wanli Ouyang Lei Bai DiffM 16 2 0 08 Oct 2024
ReFIR: Grounding Large Restoration Models with Retrieval Augmentation Hang Guo Tao Dai Zhihao Ouyang Taolin Zhang Yaohua Zha Bin Chen Shu-Tao Xia DiffM 24 5 0 08 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
Towards Unsupervised Blind Face Restoration using Diffusion Prior Tianshu Kuai Sina Honari Igor Gilitschenski Alex Levinshtein DiffM 23 0 0 06 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 35 4 0 28 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 52 1 0 27 Sep 2024
KAN See In the Dark Aoxiang Ning Minglong Xue Jinhong He Chengyun Song 31 2 0 05 Sep 2024
Enhanced Control for Diffusion Bridge in Image Restoration Conghan Yue Zhengwei Peng Junlong Ma Dongyu Zhang 22 0 0 29 Aug 2024
CODE: Confident Ordinary Differential Editing B. V. Delft Tommaso Martorella Alexandre Alahi DiffM 23 0 0 22 Aug 2024
Taming Generative Diffusion for Universal Blind Image Restoration Siwei Tu Weidong Yang Ben Fei DiffM 29 1 0 21 Aug 2024
Matting by Generation Zhixiang Wang Baiang Li Jian Wang Yu-Lun Liu Jinwei Gu Yung-Yu Chuang Shiníchi Satoh DiffM 21 1 0 30 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 31 4 0 20 Jul 2024
Temporal Residual Guided Diffusion Framework for Event-Driven Video Reconstruction Lin Zhu Yunlong Zheng Yijun Zhang Xiao Wang Lizhi Wang Hua Huang VGen DiffM 34 0 0 15 Jul 2024
LightenDiffusion: Unsupervised Low-Light Image Enhancement with Latent-Retinex Diffusion Models Hai Jiang Ao Luo Xiaohong Liu Songchen Han Shuaicheng Liu DiffM 30 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 29 0 0 04 Jul 2024
Diff-Restorer: Unleashing Visual Prompts for Diffusion-based Universal Image Restoration Yuhong Zhang Hengsheng Zhang Xinning Chai Zhengxue Cheng Rong Xie Li-Na Song Wenjun Zhang DiffM 40 1 0 04 Jul 2024
Zero-Shot Video Restoration and Enhancement Using Pre-Trained Image Diffusion Model Cong Cao Huanjing Yue Xin Liu Jingyu Yang DiffM VGen 41 1 0 02 Jul 2024
DiffIR2VR-Zero: Zero-Shot Video Restoration with Diffusion-based Image Restoration Models Chang-Han Yeh Chin-Yang Lin Zhixiang Wang Chi-Wei Hsiao Ting-Hsuan Chen Hau-Shiang Shiu Yu-Lun Liu VGen DiffM 40 5 0 01 Jul 2024
Sagiri: Low Dynamic Range Image Enhancement with Generative Diffusion Prior Baiang Li Sizhuo Ma Yanhong Zeng Xiaogang Xu Youqing Fang Zhao Zhang Jian Wang Kai Chen DiffM 16 1 0 13 Jun 2024
Diffusion-Promoted HDR Video Reconstruction Yuanshen Guan Ruikang Xu Mingde Yao Ruisheng Gao Lizhi Wang Zhiwei Xiong 30 2 0 12 Jun 2024
Diff-Mosaic: Augmenting Realistic Representations in Infrared Small Target Detection via Diffusion Prior Yukai Shi Yu-Hsiang Lin Pengxu Wei Xiaoyu Xian Tianshui Chen Liang Lin 42 5 0 02 Jun 2024
DP-IQA: Utilizing Diffusion Prior for Blind Image Quality Assessment in the Wild Honghao Fu Yufei Wang Wenhan Yang Bihan Wen 19 2 0 30 May 2024