Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models

29 July 2022

Papers citing "Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models"

34 / 134 papers shown

Title
Towards Unified Deep Image Deraining: A Survey and A New Benchmark Xiang Chen Jin-shan Pan Jiangxin Dong Jinhui Tang 26 18 0 05 Oct 2023
DiffGAN-F2S: Symmetric and Efficient Denoising Diffusion GANs for Structural Connectivity Prediction from Brain fMRI Qiankun Zuo Ruiheng Li Yi Di Hao Tian Changhong Jing Xuhang Chen Shuqiang Wang MedIm DiffM 4 4 0 28 Sep 2023
Bootstrap Diffusion Model Curve Estimation for High Resolution Low-Light Image Enhancement Jiancheng Huang Yi-fan Liu Shifeng Chen DiffM 29 7 0 26 Sep 2023
MetaWeather: Few-Shot Weather-Degraded Image Restoration Youngrae Kim Younggeol Cho Thanh-Tung Nguyen Seunghoon Hong Dongman Lee 14 0 0 28 Aug 2023
Residual Denoising Diffusion Models Jiawei Liu Qiang Wang Huijie Fan Yinong Wang Yandong Tang Liangqiong Qu DiffM 31 31 0 25 Aug 2023
High-quality Image Dehazing with Diffusion Model Huikang Yu Jie Huang Kai Zheng Fengmei Zhao DiffM 11 12 0 23 Aug 2023
Diffusion Models for Image Restoration and Enhancement -- A Comprehensive Survey Xin Li Yulin Ren Xin Jin Cuiling Lan X. Wang Wenjun Zeng Xinchao Wang Zhibo Chen 39 46 0 18 Aug 2023
Learning A Coarse-to-Fine Diffusion Transformer for Image Restoration Liyan Wang Qinyu Yang Cong Wang Wen Wang Jin-shan Pan Zhixun Su DiffM 24 2 0 17 Aug 2023
CLE Diffusion: Controllable Light Enhancement Diffusion Model Yuyang Yin Dejia Xu Chuangchuang Tan P. Liu Yao-Min Zhao Yunchao Wei DiffM 32 40 0 13 Aug 2023
LLDiffusion: Learning Degradation Representations in Diffusion Models for Low-Light Image Enhancement Tao Wang Kaihao Zhang Ziqian Shao Wenhan Luo B. Stenger Tae-Kyun Kim Wei Liu Hongdong Li DiffM 26 12 0 27 Jul 2023
Exploring the Application of Large-scale Pre-trained Models on Adverse Weather Removal Zhentao Tan Yue-bo Wu Qiankun Liu Qi Chu Le Lu Jieping Ye Nenghai Yu 32 11 0 15 Jun 2023
Low-Light Image Enhancement with Wavelet-based Diffusion Models Hailin Jiang Ao Luo Songchen Han Haoqiang Fan Shuaicheng Liu DiffM 14 127 0 01 Jun 2023
Unsupervised Anomaly Detection in Medical Images Using Masked Diffusion Model H. Iqbal Umar Khalid Jing Hua C. L. P. Chen DiffM MedIm 25 24 0 31 May 2023
GridFormer: Residual Dense Transformer with Grid Structure for Image Restoration in Adverse Weather Conditions Tao Wang Kaihao Zhang Ziqian Shao Wenhan Luo B. Stenger Tong Lu Tae-Kyun Kim Wei Liu Hongdong Li ViT 19 29 0 29 May 2023
WaveDM: Wavelet-Based Diffusion Models for Image Restoration Yi Huang Jiancheng Huang Jianzhuang Liu Mingfu Yan Yu Dong Jiaxi Lv Chaoqi Chen Shifeng Chen 23 35 0 23 May 2023
Is Synthetic Data From Diffusion Models Ready for Knowledge Distillation? Zheng Li Yuxuan Li Penghai Zhao Renjie Song Xiang Li Jian Yang 29 19 0 22 May 2023
Brain Imaging-to-Graph Generation using Adversarial Hierarchical Diffusion Models for MCI Causality Analysis Qiankun Zuo Hao Tian Chi-Man Pun Hongfei Wang Yudong Zhang Jin Hong DiffM MedIm 9 1 0 18 May 2023
Restoring Images Captured in Arbitrary Hybrid Adverse Weather Conditions in One Go Yecong Wan Mingzhen Shao Yuanshuo Cheng YueQin Liu Zhipeng Bao 19 5 0 17 May 2023
Refusion: Enabling Large-Size Realistic Image Restoration with Latent-Space Diffusion Models Ziwei Luo Fredrik K. Gustafsson Zhengli Zhao Jens Sjölund Thomas B. Schon 25 100 0 17 Apr 2023
Generative Diffusion Prior for Unified Image Restoration and Enhancement Ben Fei Zhaoyang Lyu Liang Pan Junzhe Zhang Weidong Yang Tian-jian Luo Bo-Wen Zhang Bo Dai DiffM 22 176 0 03 Apr 2023
Score-Based Generative Models for Medical Image Segmentation using Signed Distance Functions L. Bogensperger Dominik Narnhofer Filip Ilic T. Pock DiffM MedIm 8 8 0 10 Mar 2023
Patched Diffusion Models for Unsupervised Anomaly Detection in Brain MRI F. Behrendt Debayan Bhattacharya Julia Kruger R. Opfer Alexander Schlaefer DiffM MedIm 29 39 0 07 Mar 2023
Zero-shot-Learning Cross-Modality Data Translation Through Mutual Information Guided Stochastic Diffusion Zihao W. Wang Yingyu Yang Maxime Sermesant H. Delingette Ona Wu DiffM MedIm 13 7 0 31 Jan 2023
ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow Removal Lanqing Guo Chong Wang Wenhan Yang Siyu Huang Yufei Wang Hanspeter Pfister B. Wen DiffM 41 91 0 09 Dec 2022
Learning to Kindle the Starlight Yu Yuan Jiaqi Wu Lindong Wang Zhongliang Jing H. Leung Shuyuan Zhu Han Pan DiffM 19 3 0 16 Nov 2022
DeS3: Adaptive Attention-driven Self and Soft Shadow Removal using ViT Similarity Yeying Jin W. Ye Wenhan Yang Yuan. Yuan R. Tan DiffM 27 25 0 15 Nov 2022
Diffusion Models in Vision: A Survey Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu M. Shah DiffM VLM MedIm 188 1,098 0 10 Sep 2022
Denoising Diffusion Restoration Models Bahjat Kawar Michael Elad Stefano Ermon Jiaming Song DiffM 204 770 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 211 1,330 0 24 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
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
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,191 0 21 Nov 2016
Deep Joint Rain Detection and Removal from a Single Image Wenhan Yang R. Tan Jiashi Feng Jiaying Liu Zongming Guo Shuicheng Yan 130 987 0 25 Sep 2016
DehazeNet: An End-to-End System for Single Image Haze Removal Bolun Cai Xiangmin Xu K. Jia Chunmei Qing Dacheng Tao 117 2,388 0 28 Jan 2016