A Model-driven Deep Neural Network for Single Image Rain Removal

4 May 2020

Papers citing "A Model-driven Deep Neural Network for Single Image Rain Removal"

50 / 107 papers shown

Title
Degradation-Aware Feature Perturbation for All-in-One Image Restoration Xiangpeng Tian Xiangyu Liao Xiao Liu Meng Li Chao Ren DiffM 7 0 0 19 May 2025
PRE-Mamba: A 4D State Space Model for Ultra-High-Frequent Event Camera Deraining Ciyu Ruan Ruishan Guo Zihang Gong J. Xu Wenhan Yang Xinlei Chen Mamba 67 0 0 08 May 2025
Vision Mamba in Remote Sensing: A Comprehensive Survey of Techniques, Applications and Outlook Muyi Bao Shuchang Lyu Zhaoyang Xu Huiyu Zhou Jinchang Ren Shiming Xiang Xiaomeng Li Guangliang Cheng Mamba 87 0 0 01 May 2025
Iterative Optimal Attention and Local Model for Single Image Rain Streak Removal Xiangyu Li Wanshu Fan Yue Shen C. Wang Wei Wang X. Yang Qiang Zhang D. Zhou 58 0 0 20 Mar 2025
From Zero to Detail: Deconstructing Ultra-High-Definition Image Restoration from Progressive Spectral Perspective C. Zhao Z. Chen Yunzhe Xu Enxuan Gu Jian Li Zili Yi Qian Wang Jian Yang Ying Tai 92 0 0 17 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 Hao Wu 56 0 0 12 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
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 46 0 0 18 Feb 2025
End-to-end Inception-Unet based Generative Adversarial Networks for Snow and Rain Removals Ibrahim Kajo Mohamed Kas Yassine Ruichek GAN 33 0 0 07 Nov 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 26 1 0 10 Oct 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 Wang 57 1 0 02 Sep 2024
A Hybrid Transformer-Mamba Network for Single Image Deraining Shangquan Sun Wenqi Ren Juxiang Zhou Jianhou Gan Rui Wang Xiaochun Cao Mamba 54 5 0 31 Aug 2024
Enhancing Underwater Imaging with 4-D Light Fields: Dataset and Method Yuji Lin Xianqiang Lyu Junhui Hou Qian Zhao Deyu Meng 53 0 0 30 Aug 2024
Multi-Scale Representation Learning for Image Restoration with State-Space Model Yuhong He Long Peng Qiaosi Yi Chen Wu Lu Wang Mamba 37 2 0 19 Aug 2024
DiffLoss: unleashing diffusion model as constraint for training image restoration network Jiangtong Tan Feng Zhao 36 0 0 27 Jun 2024
Explore Internal and External Similarity for Single Image Deraining with Graph Neural Networks Cong Wang Wei Wang Chengjin Yu Jie Mu 37 2 0 02 Jun 2024
Dual-Path Multi-Scale Transformer for High-Quality Image Deraining Huiling Zhou Xianhao Wu Hongming Chen AI4CE ViT 19 0 0 28 May 2024
Image Deraining with Frequency-Enhanced State Space Model Shugo Yamashita Masaaki Ikehara 43 2 0 26 May 2024
Efficient Visual State Space Model for Image Deblurring Lingshun Kong Jiangxin Dong Ming-Hsuan Yang Jinshan Pan 49 3 0 23 May 2024
Learning A Spiking Neural Network for Efficient Image Deraining Tianyu Song Guiyue Jin Pengpeng Li Kui Jiang Xiang Chen Jiyu Jin 55 9 0 10 May 2024
Harnessing Joint Rain-/Detail-aware Representations to Eliminate Intricate Rains Wu Ran Peirong Ma Zhiquan He Hao Ren Hong-wei Lu 45 4 0 18 Apr 2024
RainyScape: Unsupervised Rainy Scene Reconstruction using Decoupled Neural Rendering Xianqiang Lyu Hui Liu Junhui Hou 49 1 0 17 Apr 2024
LIPT: Latency-aware Image Processing Transformer Junbo Qiao Wei Li Haizhen Xie Hanting Chen Yunshuai Zhou Zhijun Tu Jie Hu Shaohui Lin SupR VLM 39 1 0 09 Apr 2024
Specularity Factorization for Low-Light Enhancement A. S. Baslamisli Noah Snavely. Intrinsic 47 4 0 02 Apr 2024
Bidirectional Multi-Scale Implicit Neural Representations for Image Deraining Xiang Chen Jinshan Pan Jiangxin Dong AI4CE 38 23 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 26 3 0 30 Mar 2024
Look-Around Before You Leap: High-Frequency Injected Transformer for Image Restoration Shihao Zhou Duosheng Chen Jinshan Pan Jufeng Yang 40 2 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 36 0 0 21 Mar 2024
TRG-Net: An Interpretable and Controllable Rain Generator Zhiqian Pang Hong Wang Qi Xie Deyu Meng Zongben Xu 40 0 0 15 Mar 2024
Gabor-guided transformer for single image deraining Sijin He Guangfeng Lin ViT 42 0 0 12 Mar 2024
Diving Deep into Regions: Exploiting Regional Information Transformer for Single Image Deraining Baiang Li Zhao Zhang Huan Zheng Xiaogang Xu Yanyan Wei Jingyi Zhang Jicong Fan Meng Wang 40 0 0 25 Feb 2024
UAV-Rain1k: A Benchmark for Raindrop Removal from UAV Aerial Imagery Wenhui Chang Hongming Chen Xin He Xiang Chen Liangduo Shen 22 6 0 08 Feb 2024
Improving Image Restoration through Removing Degradations in Textual Representations Jingbo Lin Zhilu Zhang Yuxiang Wei Dongwei Ren Dongsheng Jiang Wangmeng Zuo 23 26 0 28 Dec 2023
Rotation Equivariant Proximal Operator for Deep Unfolding Methods in Image Restoration J. Fu Qi Xie Deyu Meng Zongben Xu 21 4 0 25 Dec 2023
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 32 6 0 15 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 24 1 0 08 Dec 2023
Dynamic Association Learning of Self-Attention and Convolution in Image Restoration Kui Jiang Xuemei Jia Wenxin Huang Wenbin Wang Zheng Wang Junjun Jiang 20 1 0 09 Nov 2023
RPCANet: Deep Unfolding RPCA Based Infrared Small Target Detection Fengyi Wu Tianfang Zhang Lei Li Yian Huang Zhenming Peng 34 22 0 02 Nov 2023
Neural Degradation Representation Learning for All-In-One Image Restoration Mingde Yao Ruikang Xu Yuanshen Guan Jie Huang Zhiwei Xiong 27 24 0 19 Oct 2023
Towards Unified Deep Image Deraining: A Survey and A New Benchmark Xiang Chen Jin-shan Pan Jiangxin Dong Jinhui Tang 39 19 0 05 Oct 2023
Deep Unfolding Convolutional Dictionary Model for Multi-Contrast MRI Super-resolution and Reconstruction Pengcheng Lei Faming Fang Guixu Zhang Ming Xu MedIm SupR 27 12 0 03 Sep 2023
Improving Lens Flare Removal with General Purpose Pipeline and Multiple Light Sources Recovery Yuyan Zhou Dong Liang Songcan Chen Shengjian Huang Shuo Yang Chongyi Li 38 13 0 31 Aug 2023
From Sky to the Ground: A Large-scale Benchmark and Simple Baseline Towards Real Rain Removal Yun Guo Xu Xiao Yi Chang Shumin Deng Luxin Yan 18 21 0 07 Aug 2023
Decomposition Ascribed Synergistic Learning for Unified Image Restoration Jinghao Zhang Fengmei Zhao 21 2 0 01 Aug 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 45 11 0 15 Jun 2023
Counting Crowds in Bad Weather Zhi-Kai Huang Wei-Ting Chen Yuan Chiang Sy-Yen Kuo Ming Yang 25 16 0 02 Jun 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 32 30 0 29 May 2023
Networks are Slacking Off: Understanding Generalization Problem in Image Deraining Jinjin Gu Xianzheng Ma Xiangtao Kong Yu Qiao Chao Dong 30 12 0 24 May 2023
MonoTDP: Twin Depth Perception for Monocular 3D Object Detection in Adverse Scenes Xingyuan Li Jingyuan Liu Yixin Lei Long Ma Xin-Yue Fan Risheng Liu 21 2 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 26 5 0 17 May 2023