TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions

29 November 2021

Jeya Maria Jose Valanarasu

Papers citing "TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions"

50 / 154 papers shown

Title
AllWeatherNet:Unified Image enhancement for autonomous driving under adverse weather and lowlight-conditions Chenghao Qian Mahdi Rezaei Saeed Anwar Wenjing Li Tanveer Hussain Mohsen Azarmi Wei Wang 11 0 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 38 1 0 02 Sep 2024
Perceive-IR: Learning to Perceive Degradation Better for All-in-One Image Restoration Xu Zhang Jiaqi Ma Guoli Wang Q. Zhang Huan Zhang Lefei Zhang VLM 88 5 0 28 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 28 0 0 26 Aug 2024
HAIR: Hypernetworks-based All-in-One Image Restoration Jin Cao Yi Cao Li Pang Deyu Meng Xiangyong Cao 3DH 16 9 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
Contribution-based Low-Rank Adaptation with Pre-training Model for Real Image Restoration Donwon Park Leixian Shen Se Young Chun 14 2 0 02 Aug 2024
UniProcessor: A Text-induced Unified Low-level Image Processor Huiyu Duan Xiongkuo Min Sijing Wu Wei Shen Guangtao Zhai DiffM 34 8 0 30 Jul 2024
Multi-Expert Adaptive Selection: Task-Balancing for All-in-One Image Restoration Xiaoyan Yu Shen Zhou Huafeng Li Liehuang Zhu 29 3 0 27 Jul 2024
Dilated Strip Attention Network for Image Restoration Fangwei Hao Jiesheng Wu Ji Du Yinjie Wang Jing Xu 25 0 0 26 Jul 2024
Restoring Images in Adverse Weather Conditions via Histogram Transformer Shangquan Sun Wenqi Ren Xinwei Gao Rui Wang Xiaochun Cao 36 20 0 14 Jul 2024
OneRestore: A Universal Restoration Framework for Composite Degradation Yu Guo Yuan Gao Yuxu Lu Huilin Zhu R. W. Liu Shengfeng He DiffM 35 0 0 05 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 38 1 0 04 Jul 2024
ConStyle v2: A Strong Prompter for All-in-One Image Restoration Dongqi Fan Junhao Zhang Liang Chang VLM 24 0 0 26 Jun 2024
MDeRainNet: An Efficient Neural Network for Rain Streak Removal from Macro-pixel Images Tao Yan Weijiang He Chenglong Wang Xiangjie Zhu Yinghui Wang Rynson W. H. Lau 25 0 0 15 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
FourierMamba: Fourier Learning Integration with State Space Models for Image Deraining Dong Li Yidi Liu Xueyang Fu Senyan Xu Zheng-Jun Zha Mamba 36 9 0 29 May 2024
Efficient Degradation-aware Any Image Restoration Eduard Zamfir Zongwei Wu Nancy Mehta Danda Dani Paudel Yulun Zhang Radu Timofte 19 5 0 24 May 2024
Emphasizing Crucial Features for Efficient Image Restoration Huiyu Gao Bowen Ma Ying Zhang Jing Yang Jing Yang Depeng Dang 20 0 0 19 May 2024
Driving-Video Dehazing with Non-Aligned Regularization for Safety Assistance Junkai Fan Jiangwei Weng Kun Wang Yijun Yang J. Qian Jun Li Jian Yang 50 5 0 16 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 26 3 0 15 May 2024
DocRes: A Generalist Model Toward Unifying Document Image Restoration Tasks Jiaxin Zhang Dezhi Peng Chongyu Liu Peirong Zhang Lianwen Jin VLM 19 12 0 07 May 2024
AdaIR: Exploiting Underlying Similarities of Image Restoration Tasks with Adapters Hao-Wei Chen Yu-Syuan Xu Kelvin C. K. Chan Hsien-Kai Kuo Chun-Yi Lee Ming-Hsuan Yang 16 1 0 17 Apr 2024
Joint Conditional Diffusion Model for Image Restoration with Mixed Degradations Yufeng Yue Meng Yu Luojie Yang Yi Yang DiffM 23 1 0 11 Apr 2024
Specularity Factorization for Low-Light Enhancement A. S. Baslamisli Noah Snavely. Intrinsic 34 3 0 02 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
WeatherProof: Leveraging Language Guidance for Semantic Segmentation in Adverse Weather Blake Gella Howard Zhang Rishi Upadhyay Tiffany Chang Nathan Wei Matthew Waliman Yunhao Bao C. Melo Alex Wong A. Kadambi 14 0 0 21 Mar 2024
AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation Yuning Cui Syed Waqas Zamir Salman Khan Alois Knoll Mubarak Shah Fahad Shahbaz Khan 16 5 0 21 Mar 2024
GT-Rain Single Image Deraining Challenge Report Howard Zhang Yunhao Ba Ethan Yang Rishi Upadhyay Alex Wong ... Zhao Zhang Yanyan Wei Jiahuan Ren Suiyi Zhao Huan Zheng 19 1 0 18 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 26 27 0 17 Mar 2024
Strong and Controllable Blind Image Decomposition Zeyu Zhang Junlin Han Chenhui Gou Hongdong Li Liang Zheng 22 1 0 15 Mar 2024
How Powerful Potential of Attention on Image Restoration? Cong Wang Jinshan Pan Yeying Jin Liyan Wang Wei Wang Gang Fu Wenqi Ren Xiaochun Cao ViT 17 1 0 15 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 19 8 0 12 Mar 2024
Gabor-guided transformer for single image deraining Sijin He Guangfeng Lin ViT 34 0 0 12 Mar 2024
Continual All-in-One Adverse Weather Removal with Knowledge Replay on a Unified Network Structure De-Chun Cheng Yanling Ji Dong Gong Yan Li Nannan Wang Junwei Han Dingwen Zhang CLL 21 1 0 12 Mar 2024
IRConStyle: Image Restoration Framework Using Contrastive Learning and Style Transfer Dongqi Fan Xin Zhao Liang Chang 16 1 0 24 Feb 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
LIR: A Lightweight Baseline for Image Restoration Dongqi Fan Ting Yue Xin Zhao Renjing Xu Liang Chang 11 0 0 02 Feb 2024
InstructIR: High-Quality Image Restoration Following Human Instructions Marcos V. Conde Gregor Geigle Radu Timofte DiffM 18 48 0 29 Jan 2024
LLMRA: Multi-modal Large Language Model based Restoration Assistant Xiaoyu Jin Yuan Shi Bin Xia Wenming Yang 32 4 0 21 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 10 0 0 08 Jan 2024
MetaISP -- Exploiting Global Scene Structure for Accurate Multi-Device Color Rendition Matheus Souza Wolfgang Heidrich 6 3 0 06 Jan 2024
WeatherProof: A Paired-Dataset Approach to Semantic Segmentation in Adverse Weather Blake Gella Howard Zhang Rishi Upadhyay Tiffany Chang Matthew Waliman Yunhao Ba Alex Wong A. Kadambi 16 6 0 15 Dec 2023
Encoder-minimal and Decoder-minimal Framework for Remote Sensing Image Dehazing Yuanbo Wen Tao Gao Ziqi Li Jing Zhang Ting Chen 19 1 0 13 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 11 1 0 08 Dec 2023
Multi-task Image Restoration Guided By Robust DINO Features Xin Lin Chao Ren Kelvin C. K. Chan Lu Qi Jinshan Pan Ming-Hsuan Yang 22 2 0 04 Dec 2023
Language-driven All-in-one Adverse Weather Removal Hao-Liang Yang Liyuan Pan Yan Yang Wei Liang VLM KELM 13 18 0 03 Dec 2023
Always Clear Days: Degradation Type and Severity Aware All-In-One Adverse Weather Removal Yu-Wei Chen Soo-Chang Pei 20 9 0 27 Oct 2023
Neural Degradation Representation Learning for All-In-One Image Restoration Mingde Yao Ruikang Xu Yuanshen Guan Jie Huang Zhiwei Xiong 22 3 0 19 Oct 2023
AutoDIR: Automatic All-in-One Image Restoration with Latent Diffusion Yitong Jiang Zhaoyang Zhang Tianfan Xue Jinwei Gu DiffM 29 40 0 16 Oct 2023