Clearing the Skies: A deep network architecture for single-image rain removal

7 September 2016

Xinghao Ding

Papers citing "Clearing the Skies: A deep network architecture for single-image rain removal"

50 / 83 papers shown

Title
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 52 0 0 18 Feb 2025
An Intelligent Agentic System for Complex Image Restoration Problems Kaiwen Zhu Jinjin Gu Zhiyuan You Yu Qiao Chao Dong 50 6 0 23 Oct 2024
ReviveDiff: A Universal Diffusion Model for Restoring Images in Adverse Weather Conditions Wenfeng Huang Guoan Xu Wenjing Jia Stuart W. Perry Guangwei Gao 67 1 0 27 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 Wang 67 1 0 02 Sep 2024
IPT-V2: Efficient Image Processing Transformer using Hierarchical Attentions Zhijun Tu Kunpeng Du Hanting Chen Hai-lin Wang Wei Li Jie Hu Yunhe Wang ViT 46 4 0 31 Mar 2024
DPAFNet:Dual Path Attention Fusion Network for Single Image Deraining Bingcai Wei 42 0 0 16 Jan 2024
Challenges of YOLO Series for Object Detection in Extremely Heavy Rain: CALRA Simulator based Synthetic Evaluation Dataset T. Kim H. Jeon Y. Lim 21 2 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 Li Zheng-Jun Zha 37 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 30 1 0 09 Nov 2023
Multi-dimension Queried and Interacting Network for Stereo Image Deraining Yuanbo Wen Tao Gao Ziqi Li Jing Zhang Ting Chen 37 3 0 19 Sep 2023
Learning Image Deraining Transformer Network with Dynamic Dual Self-Attention Zhe-Cheng Fan Hongming Chen Yufeng Li ViT 22 0 0 15 Aug 2023
Networks are Slacking Off: Understanding Generalization Problem in Image Deraining Jinjin Gu Xianzheng Ma Xiangtao Kong Yu Qiao Chao Dong 32 12 0 24 May 2023
A Mountain-Shaped Single-Stage Network for Accurate Image Restoration Huiyu Gao J. Yang Ying Zhang Ning Wang Jing Yang Depeng Dang 42 18 0 09 May 2023
Towards an Effective and Efficient Transformer for Rain-by-snow Weather Removal Tao Gao Yuanbo Wen Kaihao Zhang Peng Cheng Ting Chen ViT 53 5 0 06 Apr 2023
Masked Autoencoders as Image Processors Huiyu Duan Wei Shen Xiongkuo Min Danyang Tu Long Teng Jia Wang Guangtao Zhai ViT 38 11 0 30 Mar 2023
Mixed Hierarchy Network for Image Restoration Huiyu Gao Depeng Dang 37 14 0 19 Feb 2023
Potential Auto-driving Threat: Universal Rain-removal Attack Jincheng Hu Jihao Li Zhuoran Hou Jingjing Jiang Cunjia Liu Yuanjian Zhang AAML 24 4 0 18 Nov 2022
Unsupervised Deraining: Where Asymmetric Contrastive Learning Meets Self-similarity Yi Chang Yun Guo Yuntong Ye C. Yu Lin Zhu Xile Zhao Luxin Yan Yonghong Tian SSL 42 16 0 02 Nov 2022
GTAV-NightRain: Photometric Realistic Large-scale Dataset for Night-time Rain Streak Removal Fan Zhang Shaodi You Yu Li Ying Fu 57 6 0 10 Oct 2022
Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models Ozan Özdenizci Robert Legenstein DiffM 36 242 0 29 Jul 2022
Not Just Streaks: Towards Ground Truth for Single Image Deraining Yunhao Ba Howard Zhang Ethan Yang Akira Suzuki Arnold Pfahnl ... C. Melo Suya You Stefano Soatto A. Wong A. Kadambi 43 39 0 22 Jun 2022
Optimization-Derived Learning with Essential Convergence Analysis of Training and Hyper-training Risheng Liu Xuan Liu Shangzhi Zeng Jin Zhang Yixuan Zhang 47 6 0 16 Jun 2022
Toward Real-world Single Image Deraining: A New Benchmark and Beyond Wei Li Qiming Zhang Jing Zhang Zhen Huang Xinmei Tian Dacheng Tao 42 21 0 11 Jun 2022
Multi-scale frequency separation network for image deblurring Yanni Zhang Qiangjie Li Miao Qi Di Liu Jun Kong Jianzhong Wang 17 32 0 01 Jun 2022
Deep Generalized Unfolding Networks for Image Restoration Chong Mou Qian Wang Jian Zhang 51 183 0 28 Apr 2022
Unsupervised Restoration of Weather-affected Images using Deep Gaussian Process-based CycleGAN R. Yasarla Vishwanath A. Sindagi Vishal M. Patel 40 2 0 23 Apr 2022
Unsupervised Deraining: Where Contrastive Learning Meets Self-similarity Yuntong Ye C. Yu Yi Chang Lin Zhu Xile Zhao Luxin Yan Yonghong Tian SSL 21 49 0 22 Mar 2022
On Efficient Transformer-Based Image Pre-training for Low-Level Vision Wenbo Li Xin Lu Shengju Qian Jiangbo Lu Xinming Zhang Jiaya Jia ViT 32 85 0 19 Dec 2021
TRNR: Task-Driven Image Rain and Noise Removal with a Few Images Based on Patch Analysis Wu Ran Bohong Yang Peirong Ma Hong-wei Lu 21 9 0 03 Dec 2021
Restormer: Efficient Transformer for High-Resolution Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang ViT 87 2,135 0 18 Nov 2021
Structure-Preserving Deraining with Residue Channel Prior Guidance Qiaosi Yi Juncheng Li Qi Dai Faming Fang Guixu Zhang T. Zeng 33 101 0 20 Aug 2021
Spatially-Adaptive Image Restoration using Distortion-Guided Networks Kuldeep Purohit Maitreya Suin A. N. Rajagopalan Vishnu Boddeti 15 116 0 19 Aug 2021
Rain Removal and Illumination Enhancement Done in One Go Yecong Wan Yuanshuo Cheng Mingwen Shao 32 5 0 09 Aug 2021
SDNet: mutil-branch for single image deraining using swin Fuxiang Tan Yuting Kong Yingying Fan Feng Liu Daxin Zhou Hao Zhang Long Chen Liang Gao Yurong Qian ViT 44 15 0 31 May 2021
HINet: Half Instance Normalization Network for Image Restoration Liangyu Chen Xin Lu Jie Zhang Xiaojie Chu Chengpeng Chen 22 469 0 13 May 2021
Beyond Monocular Deraining: Parallel Stereo Deraining Network Via Semantic Prior Kaihao Zhang Wenhan Luo Yanjiang Yu Wenqi Ren Fang Zhao Changsheng Li Lin Ma Wei Liu Hongdong Li 32 59 0 09 May 2021
Multi-Scale Hourglass Hierarchical Fusion Network for Single Image Deraining Xiang Chen Yufeng Huang Lei Xu 29 9 0 25 Apr 2021
Enhanced Spatio-Temporal Interaction Learning for Video Deraining: A Faster and Better Framework Kaihao Zhang Dongxu Li Wenhan Luo Wenqi Ren Wei Liu 45 37 0 23 Mar 2021
Semi-Supervised Video Deraining with Dynamical Rain Generator Zongsheng Yue Jianwen Xie Qian Zhao Deyu Meng 29 63 0 14 Mar 2021
Dual Attention-in-Attention Model for Joint Rain Streak and Raindrop Removal Kaihao Zhang Dongxu Li Wenhan Luo Wenqi Ren 24 73 0 12 Mar 2021
Robust Representation Learning with Feedback for Single Image Deraining Chenghao Chen Hao Li 27 80 0 29 Jan 2021
Exploring Overcomplete Representations for Single Image Deraining using CNNs R. Yasarla Jeya Maria Jose Valanarasu Vishal M. Patel 32 19 0 20 Oct 2020
MCGKT-Net: Multi-level Context Gating Knowledge Transfer Network for Single Image Deraining Kohei Yamamichi Xianhua Han 33 3 0 19 Oct 2020
Semi-Supervised Image Deraining using Gaussian Processes R. Yasarla Vishwanath A. Sindagi Vishal M. Patel 14 21 0 25 Sep 2020
EfficientDeRain: Learning Pixel-wise Dilation Filtering for High-Efficiency Single-Image Deraining Qing Guo Jingyang Sun Felix Juefei Xu Lei Ma Xiaofei Xie Wei Feng Yang Liu 29 101 0 19 Sep 2020
From Rain Generation to Rain Removal Hong Wang Zongsheng Yue Qi Xie Qian Zhao Yefeng Zheng Deyu Meng 21 5 0 08 Aug 2020
Rethinking Image Deraining via Rain Streaks and Vapors Yinglong Wang Yibing Song Chao Ma B. Zeng DiffM 33 50 0 03 Aug 2020
DCSFN: Deep Cross-scale Fusion Network for Single Image Rain Removal Cong Wang Xiaoying Xing Zhixun Su Junyang Chen 17 115 0 03 Aug 2020
Syn2Real Transfer Learning for Image Deraining using Gaussian Processes R. Yasarla Vishwanath A. Sindagi Vishal M. Patel 34 173 0 10 Jun 2020
Single Image Deraining via Scale-space Invariant Attention Neural Network Bo Pang Deming Zhai Junjun Jiang Xianming Liu 36 9 0 09 Jun 2020