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"

50 / 134 papers shown

Title
Unsupervised Raindrop Removal from a Single Image using Conditional Diffusion Models Lhuqita Fazry Valentino Vito DiffM 19 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
Controllable Weather Synthesis and Removal with Video Diffusion Models Chih-Hao Lin Z. Wang Ruofan Liang Yuxuan Zhang Sanja Fidler Shenlong Wang Zan Gojcic DiffM VGen 42 0 0 01 May 2025
IDDM: Bridging Synthetic-to-Real Domain Gap from Physics-Guided Diffusion for Real-world Image Dehazing Shijun Zhou Y. Liu Chunhui Hao Zhiyuan Liu Jiandong Tian DiffM 34 0 0 30 Apr 2025
DGSolver: Diffusion Generalist Solver with Universal Posterior Sampling for Image Restoration H. Wang Jing Zhang Haonan Guo Di Wang Jiayi Ma Bo Du 58 0 0 30 Apr 2025
Image Editing with Diffusion Models: A Survey Jia Wang Jie Hu Xiaoqi Ma Hanghang Ma Xiaoming Wei Enhua Wu 66 0 0 17 Apr 2025
AdaQual-Diff: Diffusion-Based Image Restoration via Adaptive Quality Prompting Xin Su Chen Wu Yu Zhang Chen Lyu Zhuoran Zheng 34 0 0 17 Apr 2025
NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Xin Li Yeying Jin Xin Jin Zongwei Wu Bingchen Li ... Jieyuan Pei Z. Li J. Wang Haoyu Bian Haoran Sun 51 5 0 17 Apr 2025
An Efficient and Mixed Heterogeneous Model for Image Restoration Yubin Gu Yuan Meng Kaihang Zheng Xiaoshuai Sun Jiayi Ji Weijian Ruan Liujuan Cao Rongrong Ji 19 0 0 15 Apr 2025
Beyond Degradation Redundancy: Contrastive Prompt Learning for All-in-One Image Restoration Gang Wu Junjun Jiang Kui Jiang Xianming Liu Liqiang Nie VLM CLL 41 0 0 14 Apr 2025
VL-UR: Vision-Language-guided Universal Restoration of Images Degraded by Adverse Weather Conditions Ziyan Liu Y. Lu Huashan Yu Dong Yang VLM 36 0 0 11 Apr 2025
CoA: Towards Real Image Dehazing via Compression-and-Adaptation Long Ma Yuxin Feng Y. Zhang Jinyuan Liu Weimin Wang Guang-Yong Chen Chengpei Xu Zhuo Su 26 0 0 08 Apr 2025
Content-Aware Transformer for All-in-one Image Restoration Gang Wu Junjun Jiang Kui Jiang Xianming Liu ViT 50 0 0 07 Apr 2025
DA2Diff: Exploring Degradation-aware Adaptive Diffusion Priors for All-in-One Weather Restoration Jiamei Xiong Xuefeng Yan Yongzhen Wang Wei Zhao Xiao-Ping Zhang Mingqiang Wei DiffM 29 0 0 07 Apr 2025
JarvisIR: Elevating Autonomous Driving Perception with Intelligent Image Restoration Yunlong Lin Zixu Lin Haoyu Chen Panwang Pan C. Li Sixiang Chen Yeying Jin W. J. Li Xinghao Ding 25 1 0 05 Apr 2025
Hybrid Agents for Image Restoration Bingchen Li X. Li Yiting Lu Zhibo Chen 77 1 0 13 Mar 2025
Prompt to Restore, Restore to Prompt: Cyclic Prompting for Universal Adverse Weather Removal Rongxin Liao Feng-Qiang Li Yanyan Wei Zenglin Shi Le Zhang H. Bai M. Wang 51 0 0 12 Mar 2025
Seeing Beyond Haze: Generative Nighttime Image Dehazing Beibei Lin Stephen Lin Robby T. Tan DiffM 60 0 0 11 Mar 2025
Removing Multiple Hybrid Adverse Weather in Video via a Unified Model Yecong Wan Mingwen Shao Yuanshuo Cheng Jun Shu Shuigen Wang 52 0 0 08 Mar 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
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
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
Video Anomaly Detection with Motion and Appearance Guided Patch Diffusion Model Hang Zhou Jiale Cai Yuteng Ye Yonghui Feng Chenxing Gao Junqing Yu Zikai Song Wei Yang DiffM VGen 67 1 0 12 Dec 2024
Unsupervised Network for Single Image Raindrop Removal Huijiao Wang Shenghao Zhao Lei Yu Xulei Yang 64 0 0 04 Dec 2024
Adaptive Blind All-in-One Image Restoration David Serrano-Lozano Luis Herranz Shaolin Su Javier Vázquez-Corral VLM 92 0 0 27 Nov 2024
Complexity Experts are Task-Discriminative Learners for Any Image Restoration Eduard Zamfir Zongwei Wu Nancy Mehta Yuedong Tan Danda Pani Paudel Yulun Zhang Radu Timofte MoE 91 1 0 27 Nov 2024
MWFormer: Multi-Weather Image Restoration Using Degradation-Aware Transformers Ruoxi Zhu Zhengzhong Tu Jiaming Liu A. Bovik Yibo Fan ViT 62 7 0 26 Nov 2024
AllRestorer: All-in-One Transformer for Image Restoration under Composite Degradations J. Mao Y. Yang Xuesong Yin Ling Shao Hao Tang 31 0 0 16 Nov 2024
All-in-one Weather-degraded Image Restoration via Adaptive Degradation-aware Self-prompting Model Yuanbo Wen Tao Gao Ziqi Li Jing Zhang Kaihao Zhang Ting Chen VLM DiffM 29 0 0 12 Nov 2024
MedDiff-FM: A Diffusion-based Foundation Model for Versatile Medical Image Applications Yongrui Yu Yannian Gu S. Zhang Xiaofan Zhang MedIm 33 2 0 20 Oct 2024
LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration Yuang Ai Huaibo Huang Ran He 30 2 0 20 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 46 10 0 19 Oct 2024
Super-resolving Real-world Image Illumination Enhancement: A New Dataset and A Conditional Diffusion Model Yang Liu Yaofang Liu J. Pan Yuxiang Hui Fan Jia Raymond H. Chan T. Zeng 39 0 0 16 Oct 2024
Patch-Based Diffusion Models Beat Whole-Image Models for Mismatched Distribution Inverse Problems Jason Hu Bowen Song Jeffrey A. Fessler Liyue Shen DiffM 23 3 0 15 Oct 2024
MagicEraser: Erasing Any Objects via Semantics-Aware Control Fan Li Zixiao Zhang Yi Huang Jianzhuang Liu Renjing Pei Bin Shao Songcen Xu DiffM 38 6 0 14 Oct 2024
Chain-of-Restoration: Multi-Task Image Restoration Models are Zero-Shot Step-by-Step Universal Image Restorers Jin Cao Deyu Meng Xiangyong Cao CLL 16 1 0 11 Oct 2024
Semi-Supervised Video Desnowing Network via Temporal Decoupling Experts and Distribution-Driven Contrastive Regularization Hongtao Wu Yijun Yang Angelica I Aviles-Rivero Jingjing Ren Sixiang Chen Haoyu Chen Lei Zhu 37 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 30 0 0 07 Oct 2024
Towards Unsupervised Blind Face Restoration using Diffusion Prior Tianshu Kuai Sina Honari Igor Gilitschenski Alex Levinshtein DiffM 28 0 0 06 Oct 2024
Learning Truncated Causal History Model for Video Restoration Amirhosein Ghasemabadi Muhammad Kamran Janjua Mohammad Salameh Di Niu VGen CML 21 2 0 04 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
SemiDDM-Weather: A Semi-supervised Learning Framework for All-in-one Adverse Weather Removal Fang Long Wenkang Su Zixuan Li Lei Cai Mingjie Li Yuan-Gen Wang Xiaochun Cao 24 0 0 29 Sep 2024
Underwater Image Enhancement with Physical-based Denoising Diffusion Implicit Models Nguyen Gia Bach Chanh Minh Tran Eiji Kamioka Phan Xuan Tan 22 0 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 35 5 0 16 Sep 2024
Towards Real-World Adverse Weather Image Restoration: Enhancing Clearness and Semantics with Vision-Language Models Jiaqi Xu Mengyang Wu Xiaowei Hu Chi-Wing Fu Qi Dou Pheng-Ann Heng 29 3 0 03 Sep 2024
Real-Time Multi-Scene Visibility Enhancement for Promoting Navigational Safety of Vessels Under Complex Weather Conditions R. W. Liu Yuxu Lu Yuan Gao Yu Guo Wenqi Ren F. Zhu Fei-Yue Wang 40 1 0 02 Sep 2024
AWRaCLe: All-Weather Image Restoration using Visual In-Context Learning Sudarshan Rajagopalan Vishal M. Patel 24 3 0 30 Aug 2024
TC-PDM: Temporally Consistent Patch Diffusion Models for Infrared-to-Visible Video Translation Anh-Dzung Doan Vu Minh Hieu Phan Surabhi Gupta Markus Wagner Tat-Jun Chin Ian Reid VGen DiffM 33 0 0 26 Aug 2024
Rethinking Video Deblurring with Wavelet-Aware Dynamic Transformer and Diffusion Model Chen Rao Guangyuan Li Zehua Lan Jiakai Sun Junsheng Luan Wei Xing Lei Zhao Huaizhong Lin Jianfeng Dong Dalong Zhang DiffM 11 5 0 24 Aug 2024