Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning

10 April 2019

Papers citing "Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning"

50 / 136 papers shown

Title
Reversing Flow for Image Restoration Haina Qin Wenyang Luo L. xilinx Wang Dandan Zheng Jingdong Chen Ming Yang Bing Li Weiming Hu 5 0 0 20 Jun 2025
Visual-Instructed Degradation Diffusion for All-in-One Image Restoration Wenyang Luo Haina Qin Zewen Chen L. xilinx Wang Dandan Zheng Yuming Li Yufan Liu B. Li Weiming Hu 5 0 0 20 Jun 2025
Towards Better De-raining Generalization via Rainy Characteristics Memorization and Replay Kunyu Wang Xueyang Fu Chengzhi Cao Chengjie Ge Wei-dong Zhai Zheng-jun Zha DD 35 0 0 03 Jun 2025
Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Gang Wu Junjun Jiang Kui Jiang Xianming Liu 20 1 0 30 May 2025
MODEM: A Morton-Order Degradation Estimation Mechanism for Adverse Weather Image Recovery Hainuo Wang Qiming Hu Xiaojie Guo 111 1 0 23 May 2025
Clear Nights Ahead: Towards Multi-Weather Nighttime Image Restoration Yuetong Liu Yunqiu Xu Yang Wei Xiuli Bi Bin Xiao 39 1 0 22 May 2025
Degradation-Aware Feature Perturbation for All-in-One Image Restoration Xiangpeng Tian Xiangyu Liao Xiao Liu Meng Li Chao Ren DiffM 117 1 0 19 May 2025
CMAWRNet: Multiple Adverse Weather Removal via a Unified Quaternion Neural Architecture V. Frants S. Agaian K. Panetta Peter Huang 96 1 0 03 May 2025
AdaQual-Diff: Diffusion-Based Image Restoration via Adaptive Quality Prompting Xin Su Chen Wu Yu Zhang Chen Lyu Zhuoran Zheng 76 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 Zheng Li Jingchao Wang Haoyu Bian Haoran Sun 136 13 0 17 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 113 1 0 14 Apr 2025
Beyond Degradation Conditions: All-in-One Image Restoration via HOG Transformers Jiawei Wu Zhifei Yang Zihan Wang Zhi Jin 77 1 0 12 Apr 2025
Lumina-OmniLV: A Unified Multimodal Framework for General Low-Level Vision Yuandong Pu Le Zhuo Kaiwen Zhu Liangbin Xie Wenlong Zhang Xiangyu Chen Peng Gao Yu Qiao Chao Dong Yihao Liu MLLM 92 2 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 64 1 0 07 Apr 2025
Content-Aware Transformer for All-in-one Image Restoration Gang Wu Junjun Jiang Kui Jiang Xianming Liu ViT 435 1 0 07 Apr 2025
ControlFusion: A Controllable Image Fusion Framework with Language-Vision Degradation Prompts Linfeng Tang Yeda Wang Z. Cai Junjun Jiang Jiayi Ma 129 1 0 30 Mar 2025
Fractal-IR: A Unified Framework for Efficient and Scalable Image Restoration Yawei Li Bin Ren Christos Sakaridis Rakesh Ranjan Mengyuan Liu N. Sebe Ming-Hsuan Yang Luca Benini 101 0 0 22 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 Ming Wang 105 1 0 12 Mar 2025
PhysAug: A Physical-guided and Frequency-based Data Augmentation for Single-Domain Generalized Object Detection Xiaoran Xu Jiangang Yang Wenhui Shi Siyuan Ding Luqing Luo Jian Liu 252 2 0 24 Feb 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 147 0 0 19 Feb 2025
Revisiting the Generalization Problem of Low-level Vision Models Through the Lens of Image Deraining Jinfan Hu Zhiyuan You Jinjin Gu Kaiwen Zhu Tianfan Xue Chao Dong 114 0 0 18 Feb 2025
Consistent Diffusion: Denoising Diffusion Model with Data-Consistent Training for Image Restoration Xinlong Cheng Tiantian Cao Guoan Cheng Bangxuan Huang Xinghan Tian Ye Wang Xiaoyu He Weixin Li Tianfan Xue Xuan Dong DiffM 137 0 0 17 Dec 2024
MWFormer: Multi-Weather Image Restoration Using Degradation-Aware Transformers Ruoxi Zhu Zhengzhong Tu Jiaming Liu A. Bovik Yibo Fan ViT 119 10 0 26 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 90 1 0 12 Nov 2024
LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration Yuang Ai Huaibo Huang Ran He 86 5 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 101 17 0 19 Oct 2024
TANet: Triplet Attention Network for All-In-One Adverse Weather Image Restoration Hsing-Hua Wang Fu-Jen Tsai Yen-Yu Lin Chia-Wen Lin ViT 115 1 0 10 Oct 2024
Learning Efficient and Effective Trajectories for Differential Equation-based Image Restoration Zhiyu Zhu Jinhui Hou Hui Liu H. Zeng Junhui Hou 65 0 0 07 Oct 2024
Learning Truncated Causal History Model for Video Restoration Amirhosein Ghasemabadi Muhammad Kamran Janjua Mohammad Salameh Di Niu VGen CML 55 4 0 04 Oct 2024
Optimization Proxies using Limited Labeled Data and Training Time -- A Semi-Supervised Bayesian Neural Network Approach Parikshit Pareek Abhijith Jayakumar K. Sundar Deepjyoti Deka Sidhant Misra 110 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 51 0 0 29 Sep 2024
Adverse Weather Optical Flow: Cumulative Homogeneous-Heterogeneous Adaptation Hanyu Zhou Yi Chang Zhiwei Shi Wending Yan Gang Chen Yonghong Tian Luxin Yan 82 1 0 25 Sep 2024
PixWizard: Versatile Image-to-Image Visual Assistant with Open-Language Instructions Weifeng Lin Xinyu Wei Renrui Zhang Le Zhuo Shitian Zhao ... Junlin Xie Junlin Xie Yu Qiao Peng Gao Hongsheng Li MLLM DiffM 184 14 0 23 Sep 2024
Multi-Weather Image Restoration via Histogram-Based Transformer Feature Enhancement Yang Wen Anyu Lai Bo Qian Hao Wang Wuzhen Shi Wenming Cao 53 0 0 10 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 36 4 0 03 Sep 2024
A Hybrid Transformer-Mamba Network for Single Image Deraining Shangquan Sun Wenqi Ren Juxiang Zhou Jianhou Gan Rui Wang Xiaochun Cao Mamba 93 7 0 31 Aug 2024
Boosting Adverse Weather Crowd Counting via Multi-queue Contrastive Learning Tianhang Pan Zhuoran Zheng 156 0 0 12 Aug 2024
Multi-Expert Adaptive Selection: Task-Balancing for All-in-One Image Restoration Xiaoyan Yu Shen Zhou Huafeng Li Liehuang Zhu 74 5 0 27 Jul 2024
Restoring Images in Adverse Weather Conditions via Histogram Transformer Shangquan Sun Wenqi Ren Xinwei Gao Rui Wang Xiaochun Cao 74 35 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 106 32 0 05 Jul 2024
SDNIA-YOLO: A Robust Object Detection Model for Extreme Weather Conditions Yuexiong Ding Xiaowei Luo 67 1 0 18 Jun 2024
MDeRainNet: An Efficient Macro-pixel Image Rain Removal Network Tao Yan Weijiang He Chenglong Wang Cihang Wei Xiangjie Zhu Yinghui Wang Rynson W. H. Lau 89 0 0 15 Jun 2024
Sharing Key Semantics in Transformer Makes Efficient Image Restoration Bin Ren Yawei Li Christos Sakaridis Rakesh Ranjan Mengyuan Liu Rita Cucchiara Luc Van Gool Ming-Hsuan Yang N. Sebe 110 7 0 30 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 120 5 0 16 May 2024
Harnessing Joint Rain-/Detail-aware Representations to Eliminate Intricate Rains Wu Ran Peirong Ma Zhiquan He Hao Ren Hong-wei Lu 79 4 0 18 Apr 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 58 0 0 21 Mar 2024
Strong and Controllable Blind Image Decomposition Zeyu Zhang Junlin Han Chenhui Gou Hongdong Li Liang Zheng 77 2 0 15 Mar 2024
TRG-Net: An Interpretable and Controllable Rain Generator Zhiqian Pang Hong Wang Qi Xie Deyu Meng Zongben Xu 74 0 0 15 Mar 2024
Key-Graph Transformer for Image Restoration Bin Ren Yawei Li Christos Sakaridis Rakesh Ranjan Mengyuan Liu Rita Cucchiara Luc Van Gool N. Sebe 127 1 0 04 Feb 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 79 11 0 01 Jan 2024