Multiscale Structure Guided Diffusion for Image Deblurring

4 December 2022

Guido Gerig

Papers citing "Multiscale Structure Guided Diffusion for Image Deblurring"

49 / 49 papers shown

Title
EventDiff: A Unified and Efficient Diffusion Model Framework for Event-based Video Frame Interpolation Hanle Zheng Xujie Han Zegang Peng Shangbin Zhang Guangxun Du Zhuo Zou X. Wang Jibin Wu Hao Guo Lei Deng DiffM VGen 43 0 0 13 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 27 0 0 07 May 2025
Coding-Prior Guided Diffusion Network for Video Deblurring Yike Liu Jianhui Zhang Haipeng Li Shuaicheng Liu B. Zeng DiffM 39 0 0 16 Apr 2025
DiET-GS: Diffusion Prior and Event Stream-Assisted Motion Deblurring 3D Gaussian Splatting Seungjun Lee Gim Hee Lee 3DGS DiffM 46 0 0 31 Mar 2025
One-Step Diffusion Model for Image Motion-Deblurring X. Liu Yuquan Wang Z. Chen Jiezhang Cao He Zhang Y. Zhang Xiaokang Yang DiffM 65 0 0 09 Mar 2025
Near-infrared Image Deblurring and Event Denoising with Synergistic Neuromorphic Imaging Chao Qu Shuo Zhu Yuhang Wang Zongze Wu Xiaoyu Chen E. Lam Jing Han 68 0 0 03 Mar 2025
DeblurDiff: Real-World Image Deblurring with Generative Diffusion Models Lingshun Kong Jiawei Zhang Dongqing Zou Jimmy S. J. Ren Xiaohe Wu Jiangxin Dong Jinshan Pan DiffM 80 0 0 06 Feb 2025
BD-Diff: Generative Diffusion Model for Image Deblurring on Unknown Domains with Blur-Decoupled Learning Junhao Cheng Wei-Ting Chen Xi Lu Ming-Hsuan Yang DiffM 55 0 0 03 Feb 2025
Deblur-Avatar: Animatable Avatars from Motion-Blurred Monocular Videos Xianrui Luo Juewen Peng Zhongang Cai Lei Yang Fan Yang Zhiguo Cao Guosheng Lin VGen 90 0 0 23 Jan 2025
TDM: Temporally-Consistent Diffusion Model for All-in-One Real-World Video Restoration Yizhou Li Zihua Liu Yusuke Monno Masatoshi Okutomi DiffM VGen 26 1 0 04 Jan 2025
S-Diff: An Anisotropic Diffusion Model for Collaborative Filtering in Spectral Domain Rui Xia Yanhua Cheng Yongxiang Tang Xiaocheng Liu Xialong Liu Lisong Wang Peng Jiang DiffM 28 0 0 03 Jan 2025
Adaptive Blind All-in-One Image Restoration David Serrano-Lozano Luis Herranz Shaolin Su Javier Vázquez-Corral VLM 92 0 0 27 Nov 2024
A Modular Conditional Diffusion Framework for Image Reconstruction Magauiya Zhussip Iaroslav Koshelev Stamatis Lefkimmiatis DiffM 26 0 0 08 Nov 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
Towards Unsupervised Blind Face Restoration using Diffusion Prior Tianshu Kuai Sina Honari Igor Gilitschenski Alex Levinshtein DiffM 23 0 0 06 Oct 2024
PanAdapter: Two-Stage Fine-Tuning with Spatial-Spectral Priors Injecting for Pansharpening Ruocheng Wu ZiEn Zhang ShangQi Deng YuLe Duan LiangJian Deng 45 0 0 11 Sep 2024
Efficient Image Restoration through Low-Rank Adaptation and Stable Diffusion XL Haiyang Zhao DiffM 24 0 0 30 Aug 2024
Restoring Real-World Degraded Events Improves Deblurring Quality Yeqing Shen Shang Li Kun Song 21 0 0 30 Jul 2024
RestoreAgent: Autonomous Image Restoration Agent via Multimodal Large Language Models Haoyu Chen Wenbo Li Jinjin Gu Jingjing Ren Sixiang Chen Tian-Chun Ye Renjing Pei Kaiwen Zhou Fenglong Song Lei Zhu OffRL 41 10 0 25 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
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 67 25 0 17 Jun 2024
LDM-RSIC: Exploring Distortion Prior with Latent Diffusion Models for Remote Sensing Image Compression Junhui Li Jutao Li Xingsong Hou Huake Wang Yutao Zhang Yujie Dun Wenke Sun DiffM 28 0 0 06 Jun 2024
Sharing Key Semantics in Transformer Makes Efficient Image Restoration Bin Ren Yawei Li Jingyun Liang Rakesh Ranjan Mengyuan Liu Rita Cucchiara Luc Van Gool Ming-Hsuan Yang N. Sebe 30 3 0 30 May 2024
Photo-Realistic Image Restoration in the Wild with Controlled Vision-Language Models Ziwei Luo Fredrik K. Gustafsson Zheng Zhao Jens Sjölund Thomas B. Schon VLM 24 11 0 15 Apr 2024
Bigger is not Always Better: Scaling Properties of Latent Diffusion Models Kangfu Mei Zhengzhong Tu M. Delbracio Hossein Talebi Vishal M. Patel P. Milanfar DiffM 50 12 0 01 Apr 2024
IMPRINT: Generative Object Compositing by Learning Identity-Preserving Representation Yizhi Song Zhifei Zhang Zhe Lin Scott D. Cohen Brian L. Price Jianming Zhang Soo Ye Kim He Zhang Wei Xiong Daniel G. Aliaga DiffM 66 35 0 15 Mar 2024
Diff-Plugin: Revitalizing Details for Diffusion-based Low-level Tasks Yuhao Liu Zhanghan Ke Fang Liu Nanxuan Zhao Rynson W. H. Lau DiffM 24 19 0 01 Mar 2024
Key-Graph Transformer for Image Restoration Bin Ren Yawei Li Jingyun Liang Rakesh Ranjan Mengyuan Liu Rita Cucchiara Luc Van Gool N. Sebe 29 1 0 04 Feb 2024
Plug-and-Play image restoration with Stochastic deNOising REgularization Marien Renaud Jean Prost Arthur Leclaire Nicolas Papadakis DiffM 44 6 0 01 Feb 2024
Application of Deep Learning in Blind Motion Deblurring: Current Status and Future Prospects Yawen Xiang Heng Zhou Chengyang Li Fangwei Sun Zhongbo Li Yongqiang Xie 14 0 0 10 Jan 2024
Towards Real-World Blind Face Restoration with Generative Diffusion Prior Xiaoxu Chen Jingfan Tan Tao Wang Kaihao Zhang Wenhan Luo Xiaocun Cao DiffM 14 17 0 25 Dec 2023
SPIRE: Semantic Prompt-Driven Image Restoration Chenyang Qi Zhengzhong Tu Keren Ye M. Delbracio P. Milanfar Qifeng Chen Hossein Talebi DiffM 19 11 0 18 Dec 2023
ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation Jia-Hao Wu Fu-Jen Tsai Yan-Tsung Peng Chung-Chi Tsai Chia-Wen Lin Yen-Yu Lin DiffM 14 6 0 18 Dec 2023
Relightful Harmonization: Lighting-aware Portrait Background Replacement Mengwei Ren Wei Xiong Jae Shin Yoon Zhixin Shu Jianming Zhang HyunJoon Jung Guido Gerig He Zhang DiffM 23 16 0 11 Dec 2023
PICTURE: PhotorealistIC virtual Try-on from UnconstRained dEsigns Shuliang Ning Duomin Wang Yipeng Qin Zirong Jin Baoyuan Wang Xiaoguang Han DiffM 20 11 0 07 Dec 2023
Diffusion Reflectance Map: Single-Image Stochastic Inverse Rendering of Illumination and Reflectance Yuto Enyo Ko Nishino 3DV 26 2 0 07 Dec 2023
VIDiff: Translating Videos via Multi-Modal Instructions with Diffusion Models Zhen Xing Qi Dai Zihao Zhang Hui Zhang Hang-Rui Hu Zuxuan Wu Yu-Gang Jiang VGen 30 17 0 30 Nov 2023
PEAN: A Diffusion-Based Prior-Enhanced Attention Network for Scene Text Image Super-Resolution Zuoyan Zhao Hui Xue Pengfei Fang Shipeng Zhu DiffM 11 4 0 29 Nov 2023
FLAIR: A Conditional Diffusion Framework with Applications to Face Video Restoration Zihao Zou Jiaming Liu S. Shoushtari Yubo Wang Weijie Gan Ulugbek S. Kamilov VGen DiffM 18 2 0 26 Nov 2023
CoDi: Conditional Diffusion Distillation for Higher-Fidelity and Faster Image Generation Kangfu Mei M. Delbracio Hossein Talebi Zhengzhong Tu Vishal M. Patel P. Milanfar VLM DiffM 53 11 0 02 Oct 2023
JPEG Artifact Correction using Denoising Diffusion Restoration Models Bahjat Kawar Jiaming Song Stefano Ermon Michael Elad DiffM 46 52 0 23 Sep 2022
Soft Diffusion: Score Matching for General Corruptions Giannis Daras M. Delbracio Hossein Talebi A. Dimakis P. Milanfar DiffM 55 105 0 12 Sep 2022
Diffusion Models in Vision: A Survey Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu M. Shah DiffM VLM MedIm 186 1,098 0 10 Sep 2022
Accelerating Score-based Generative Models with Preconditioned Diffusion Sampling He Ma Li Zhang Xiatian Zhu Jianfeng Feng DiffM 79 24 0 05 Jul 2022
Denoising Diffusion Restoration Models Bahjat Kawar Michael Elad Stefano Ermon Jiaming Song DiffM 204 770 0 27 Jan 2022
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 325 1,570 0 10 Nov 2021
Clean Images are Hard to Reblur: Exploiting the Ill-Posed Inverse Task for Dynamic Scene Deblurring Seungjun Nah Sanghyun Son Jaerin Lee Kyoung Mu Lee 48 16 0 26 Apr 2021
Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization Mengwei Ren Neel Dey J. Fishbaugh Guido Gerig MedIm 97 38 0 11 Feb 2021
Multi-Stage Progressive Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat F. Khan Ming-Hsuan Yang Ling Shao 119 1,420 0 04 Feb 2021