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 / 59 papers shown

Title
An Intelligent Agentic System for Complex Image Restoration Problems Kaiwen Zhu Jinjin Gu Zhiyuan You Yu Qiao Chao Dong 35 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 54 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-Yue Wang 50 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 39 4 0 31 Mar 2024
Challenges of YOLO Series for Object Detection in Extremely Heavy Rain: CALRA Simulator based Synthetic Evaluation Dataset T. Kim H. Jeon Y. Lim 13 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-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
Multi-dimension Queried and Interacting Network for Stereo Image Deraining Yuanbo Wen Tao Gao Ziqi Li Jing Zhang Ting Chen 24 3 0 19 Sep 2023
Learning Image Deraining Transformer Network with Dynamic Dual Self-Attention Zhe-Cheng Fan Hongming Chen Yufeng Li ViT 18 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 30 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 27 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 33 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 27 11 0 30 Mar 2023
Mixed Hierarchy Network for Image Restoration Huiyu Gao Depeng Dang 29 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 18 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 26 16 0 02 Nov 2022
Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models Ozan Özdenizci R. Legenstein DiffM 28 240 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 22 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 37 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 34 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 13 32 0 01 Jun 2022
Deep Generalized Unfolding Networks for Image Restoration Chong Mou Qian Wang Jian Zhang 26 182 0 28 Apr 2022
Unsupervised Restoration of Weather-affected Images using Deep Gaussian Process-based CycleGAN R. Yasarla Vishwanath A. Sindagi Vishal M. Patel 26 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 13 49 0 22 Mar 2022
On Efficient Transformer-Based Image Pre-training for Low-Level Vision Wenbo Li Xin Lu Shengju Qian Jiangbo Lu X. Zhang Jiaya Jia ViT 32 83 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 13 9 0 03 Dec 2021
Restormer: Efficient Transformer for High-Resolution Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat F. Khan Ming-Hsuan Yang ViT 34 2,120 0 18 Nov 2021
Structure-Preserving Deraining with Residue Channel Prior Guidance Qiaosi Yi Juncheng Li Qi Dai Faming Fang Guixu Zhang T. Zeng 31 101 0 20 Aug 2021
Rain Removal and Illumination Enhancement Done in One Go Yecong Wan Yuanshuo Cheng Mingwen Shao 18 5 0 09 Aug 2021
HINet: Half Instance Normalization Network for Image Restoration Liangyu Chen Xin Lu Jie M. Zhang Xiaojie Chu Chengpeng Chen 11 467 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 25 59 0 09 May 2021
Multi-Scale Hourglass Hierarchical Fusion Network for Single Image Deraining Xiang Chen Yufeng Huang Lei Xu 18 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 43 37 0 23 Mar 2021
Semi-Supervised Video Deraining with Dynamical Rain Generator Zongsheng Yue Jianwen Xie Qian Zhao Deyu Meng 26 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 19 73 0 12 Mar 2021
Robust Representation Learning with Feedback for Single Image Deraining Chenghao Chen Hao Li 19 79 0 29 Jan 2021
Exploring Overcomplete Representations for Single Image Deraining using CNNs R. Yasarla Jeya Maria Jose Valanarasu Vishal M. Patel 8 19 0 20 Oct 2020
MCGKT-Net: Multi-level Context Gating Knowledge Transfer Network for Single Image Deraining Kohei Yamamichi Xianhua Han 29 3 0 19 Oct 2020
EfficientDeRain: Learning Pixel-wise Dilation Filtering for High-Efficiency Single-Image Deraining Qing-Wu Guo Jingyang Sun Felix Juefei Xu L. Ma Xiaofei Xie Wei Feng Yang Liu 8 99 0 19 Sep 2020
DCSFN: Deep Cross-scale Fusion Network for Single Image Rain Removal Cong Wang Xiaoying Xing Zhixun Su Junyang Chen 9 114 0 03 Aug 2020
Single Image Deraining via Scale-space Invariant Attention Neural Network Bo Pang Deming Zhai Junjun Jiang Xianming Liu 22 9 0 09 Jun 2020
Conditional Variational Image Deraining Yingjun Du Jun Xu Xiantong Zhen Ming-Ming Cheng Ling Shao 15 76 0 23 Apr 2020
When Autonomous Systems Meet Accuracy and Transferability through AI: A Survey Chongzhen Zhang Jianrui Wang Gary G. Yen Chaoqiang Zhao Qiyu Sun Yang Tang Feng Qian Jürgen Kurths AAML 31 20 0 29 Mar 2020
Multi-Scale Progressive Fusion Network for Single Image Deraining Kui Jiang Zhongyuan Wang Peng Yi C. L. P. Chen Baojin Huang Yimin Luo Jiayi Ma Junjun Jiang 19 585 0 24 Mar 2020
Single Image Deraining: From Model-Based to Data-Driven and Beyond Wenhan Yang R. Tan Shiqi Wang Yuming Fang Jiaying Liu 29 222 0 16 Dec 2019
Investigating Task-driven Latent Feasibility for Nonconvex Image Modeling Risheng Liu Pan Mu Jian Chen Xin-Yue Fan Zhongxuan Luo 38 25 0 18 Oct 2019
Subjective and Objective De-raining Quality Assessment Towards Authentic Rain Image Qingbo Wu Lei Wang K. Ngan Hongliang Li Fanman Meng Linfeng Xu 14 60 0 26 Sep 2019
Confidence Measure Guided Single Image De-raining R. Yasarla Vishal M. Patel 22 51 0 10 Sep 2019
A Coarse-to-Fine Multi-stream Hybrid Deraining Network for Single Image Deraining Yanyan Wei Zhao Zhang Haijun Zhang Richang Hong Meng Wang 11 35 0 28 Aug 2019
Uncertainty Guided Multi-Scale Residual Learning-using a Cycle Spinning CNN for Single Image De-Raining R. Yasarla Vishal M. Patel 10 265 0 12 Jun 2019