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
Taming Generative Diffusion for Universal Blind Image Restoration Siwei Tu Weidong Yang Ben Fei DiffM 35 1 0 21 Aug 2024
Unsupervised Variational Translator for Bridging Image Restoration and High-Level Vision Tasks Jiawei Wu Zhi Jin 21 0 0 15 Aug 2024
Multi-weather Cross-view Geo-localization Using Denoising Diffusion Models Tongtong Feng Qing Li Xin Wang Mingzi Wang Guangyao Li Wenwu Zhu 31 1 0 05 Aug 2024
Raindrop Clarity: A Dual-Focused Dataset for Day and Night Raindrop Removal Yeying Jin Xin Li Jiadong Wang Yan Zhang Malu Zhang 29 8 0 24 Jul 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 34 4 0 23 Jul 2024
Restoring Images in Adverse Weather Conditions via Histogram Transformer Shangquan Sun Wenqi Ren Xinwei Gao Rui Wang Xiaochun Cao 39 20 0 14 Jul 2024
LightenDiffusion: Unsupervised Low-Light Image Enhancement with Latent-Retinex Diffusion Models Hai Jiang Ao Luo Xiaohong Liu Songchen Han Shuaicheng Liu DiffM 36 25 0 12 Jul 2024
Image-Conditional Diffusion Transformer for Underwater Image Enhancement Xingyang Nie Su Pan Xiaoyu Zhai Shifei Tao Fengzhong Qu Biao Wang Huilin Ge Guojie Xiao 27 2 0 07 Jul 2024
OneRestore: A Universal Restoration Framework for Composite Degradation Yu Guo Yuan Gao Yuxu Lu Huilin Zhu R. W. Liu Shengfeng He DiffM 37 24 0 05 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 46 4 0 04 Jul 2024
Meta 3D TextureGen: Fast and Consistent Texture Generation for 3D Objects Raphael Bensadoun Yanir Kleiman Idan Azuri Omri Harosh Andrea Vedaldi Natalia Neverova Oran Gafni 42 27 0 02 Jul 2024
DiffLoss: unleashing diffusion model as constraint for training image restoration network Jiangtong Tan Feng Zhao 29 0 0 27 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 67 30 0 17 Jun 2024
AsyncDiff: Parallelizing Diffusion Models by Asynchronous Denoising Zigeng Chen Xinyin Ma Gongfan Fang Zhenxiong Tan Xinchao Wang 39 7 0 11 Jun 2024
Learning Image Priors through Patch-based Diffusion Models for Solving Inverse Problems Jason Hu Bowen Song Xiaojian Xu Liyue Shen Jeffrey A. Fessler MedIm DiffM 31 8 0 04 Jun 2024
FlowSDF: Flow Matching for Medical Image Segmentation Using Distance Transforms L. Bogensperger Dominik Narnhofer Alexander Falk Konrad Schindler Thomas Pock MedIm 28 3 0 28 May 2024
Multistable Shape from Shading Emerges from Patch Diffusion Xinran Nicole Han T. Zickler Ko Nishino DiffM 27 0 0 23 May 2024
Survey on Visual Signal Coding and Processing with Generative Models: Technologies, Standards and Optimization Zhibo Chen Heming Sun Li Zhang Fan Zhang 38 3 0 23 May 2024
RSHazeDiff: A Unified Fourier-aware Diffusion Model for Remote Sensing Image Dehazing Jiamei Xiong Xu Yan Yongzhen Wang Wei Zhao Xiaoping Zhang Mingqiang Wei DiffM 34 3 0 15 May 2024
Harnessing Joint Rain-/Detail-aware Representations to Eliminate Intricate Rains Wu Ran Peirong Ma Zhiquan He Hao Ren Hong-wei Lu 32 4 0 18 Apr 2024
Referring Flexible Image Restoration Runwei Guan Rongsheng Hu Zhuhao Zhou Tianlang Xue Ka Lok Man Jeremy S. Smith Eng Gee Lim Weiping Ding Yutao Yue 32 0 0 16 Apr 2024
Equipping Diffusion Models with Differentiable Spatial Entropy for Low-Light Image Enhancement Wenyi Lian W. Lian Ziwei Luo DiffM 29 1 0 15 Apr 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 27 11 0 15 Apr 2024
Joint Conditional Diffusion Model for Image Restoration with Mixed Degradations Yufeng Yue Meng Yu Luojie Yang Yi Yang DiffM 29 1 0 11 Apr 2024
GoodDrag: Towards Good Practices for Drag Editing with Diffusion Models Zewei Zhang Huan Liu Jun Chen Xiangyu Xu DiffM 19 8 0 10 Apr 2024
Diffusion based Zero-shot Medical Image-to-Image Translation for Cross Modality Segmentation Zihao W. Wang Yingyu Yang Yuzhou Chen Tingting Yuan Maxime Sermesant H. Delingette Ona Wu MedIm DiffM 18 0 0 01 Apr 2024
Seeing the Unseen: A Frequency Prompt Guided Transformer for Image Restoration Shihao Zhou Jinshan Pan Jinglei Shi Duosheng Chen Lishen Qu Jufeng Yang VLM 21 3 0 30 Mar 2024
Osmosis: RGBD Diffusion Prior for Underwater Image Restoration Opher Bar Nathan Deborah Levy T. Treibitz Dan Rosenbaum 27 3 0 21 Mar 2024
Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion Model Dian Zheng Xiao-Ming Wu Shuzhou Yang Jian Zhang Jianfang Hu Wei-Shi Zheng DiffM 33 27 0 17 Mar 2024
Genuine Knowledge from Practice: Diffusion Test-Time Adaptation for Video Adverse Weather Removal Yijun Yang Hongtao Wu Angelica I. Aviles-Rivero Yulun Zhang Jing Qin Lei Zhu 22 8 0 12 Mar 2024
NightHaze: Nighttime Image Dehazing via Self-Prior Learning Beibei Lin Yeying Jin Wending Yan Wei Ye Yuan. Yuan Robby T. Tan 27 6 0 12 Mar 2024
Generalizing to Out-of-Sample Degradations via Model Reprogramming Runhua Jiang Yahong Han DiffM OODD 23 0 0 09 Mar 2024
Zero-Reference Lighting Estimation Diffusion Model for Low-Light Image Enhancement Jinhong He Minglong Xue Zhipu Liu Chengyun Song DiffM 40 1 0 05 Mar 2024
Learning A Physical-aware Diffusion Model Based on Transformer for Underwater Image Enhancement Chen Zhao Chenyu Dong Weiling Cai 20 11 0 03 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 27 19 0 01 Mar 2024
Diffusion Model-Based Image Editing: A Survey Yi Huang Jiancheng Huang Yifan Liu Mingfu Yan Jiaxi Lv Jianzhuang Liu Wei Xiong He Zhang Liangliang Cao Liangliang Cao EGVM 66 84 0 27 Feb 2024
Siamese Meets Diffusion Network: SMDNet for Enhanced Change Detection in High-Resolution RS Imagery Jia Jia Geunho Lee Zhibo Wang Zhi Lyu Yuchu He DiffM 15 6 0 17 Jan 2024
MvKSR: Multi-view Knowledge-guided Scene Recovery for Hazy and Rainy Degradation Dong Yang Wenyu Xu Yuan Gao Yuxu Lu Jingming Zhang Yu Guo 24 4 0 08 Jan 2024
Low-light Image Enhancement via CLIP-Fourier Guided Wavelet Diffusion Minglong Xue Jinhong He Wenhai Wang Mingliang Zhou 18 11 0 08 Jan 2024
SAR Despeckling via Regional Denoising Diffusion Probabilistic Model Xuran Hu Ziqiang Xu Zhihan Chen Zhengpeng Feng Mingzhe Zhu Ljubiša Stanković DiffM 17 6 0 06 Jan 2024
NightRain: Nighttime Video Deraining via Adaptive-Rain-Removal and Adaptive-Correction Beibei Lin Yeying Jin Wending Yan Wei Ye Yuan. Yuan Shunli Zhang Robby T. Tan 28 9 0 01 Jan 2024
Textual Prompt Guided Image Restoration Qiuhai Yan Aiwen Jiang Kang Chen Long Peng Qiaosi Yi Chunjie Zhang DiffM VLM 15 10 0 11 Dec 2023
Decoupling Degradation and Content Processing for Adverse Weather Image Restoration Xi Wang Xueyang Fu Peng-Tao Jiang Jie Huang Mi Zhou Bo-wen Li Zheng-Jun Zha 16 1 0 08 Dec 2023
Language-driven All-in-one Adverse Weather Removal Hao-Liang Yang Liyuan Pan Yan Yang Wei Liang VLM KELM 21 18 0 03 Dec 2023
Resfusion: Denoising Diffusion Probabilistic Models for Image Restoration Based on Prior Residual Noise Zhenning Shi Haoshuai Zheng Chen Xu Changsheng Dong Bin Pan Xueshuo Xie Along He Tao Li Huazhu Fu DiffM 23 3 0 25 Nov 2023
A Survey of Emerging Applications of Diffusion Probabilistic Models in MRI Yuheng Fan Hanxi Liao Shiqi Huang Yimin Luo Huazhu Fu Haikun Qi MedIm 25 18 0 19 Nov 2023
Always Clear Days: Degradation Type and Severity Aware All-In-One Adverse Weather Removal Yu-Wei Chen Soo-Chang Pei 22 9 0 27 Oct 2023
Global Structure-Aware Diffusion Process for Low-Light Image Enhancement Jinhui Hou Zhiyu Zhu Junhui Hou Hui Liu Huanqiang Zeng Hui Yuan 40 74 0 26 Oct 2023
AutoDIR: Automatic All-in-One Image Restoration with Latent Diffusion Yitong Jiang Zhaoyang Zhang Tianfan Xue Jinwei Gu DiffM 32 43 0 16 Oct 2023