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
Single Image Deraining via Feature-based Deep Convolutional Neural Network Chaobing Zheng Munawar Hayat Wenjian Ying Shi-Bao Wu 22 2 0 03 May 2023
Learning A Sparse Transformer Network for Effective Image Deraining Xiang Chen Hao‐Ran Li Mingqiang Li Jin-shan Pan ViT 35 214 0 21 Mar 2023
Video Waterdrop Removal via Spatio-Temporal Fusion in Driving Scenes Qiang Wen Yue Wu Qifeng Chen 23 4 0 12 Feb 2023
Hierarchical Optimization-Derived Learning Risheng Liu Xuan Liu Shangzhi Zeng Jin Zhang Yixuan Zhang 31 3 0 11 Feb 2023
Stereo Image Rain Removal via Dual-View Mutual Attention Yanyan Wei Zhao Zhang Zhong-zhong Zhao Yang Zhao Richang Hong Yi Yang 26 3 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 37 16 0 02 Nov 2022
Dual-Pixel Raindrop Removal Yizhou Li Yusuke Monno Masatoshi Okutomi 21 4 0 24 Oct 2022
LMQFormer: A Laplace-Prior-Guided Mask Query Transformer for Lightweight Snow Removal Junhong Lin Nanfeng Jiang Zhentao Zhang Weiling Chen Tiesong Zhao 23 18 0 10 Oct 2022
GTAV-NightRain: Photometric Realistic Large-scale Dataset for Night-time Rain Streak Removal Fan Zhang Shaodi You Yu Li Ying Fu 57 5 0 10 Oct 2022
KXNet: A Model-Driven Deep Neural Network for Blind Super-Resolution J. Fu Hong Wang Qi Xie Qian Zhao Deyu Meng Zongben Xu SupR 144 26 0 21 Sep 2022
Single Image Deraining via Rain-Steaks Aware Deep Convolutional Neural Network Chaobing Zheng Yuwen Li Shi-Bao Wu 15 3 0 16 Sep 2022
Removing Rain Streaks via Task Transfer Learning Yinglong Wang Chao Ma Jianzhuang Liu 31 2 0 28 Aug 2022
D3C2-Net: Dual-Domain Deep Convolutional Coding Network for Compressive Sensing Weiqi Li Bin Chen Jing Zhang 21 10 0 27 Jul 2022
Magic ELF: Image Deraining Meets Association Learning and Transformer Kui Jiang Zhongyuan Wang Chen Chen Zheng Wang Laizhong Cui Chia-Wen Lin ViT 22 63 0 21 Jul 2022
Multi-scale Attentive Image De-raining Networks via Neural Architecture Search Lei Cai Yuli Fu W. Huo Youjun Xiang Tao Zhu Wenjie Qu Huanqiang Zeng Delu Zeng 16 25 0 02 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 38 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 45 6 0 16 Jun 2022
Asymmetric Dual-Decoder U-Net for Joint Rain and Haze Removal Yuan Feng Yaojun Hu Pengfei Fang Yanhong Yang Sheng Liu Shengyong Chen 25 2 0 14 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 39 21 0 11 Jun 2022
Semi-MoreGAN: A New Semi-supervised Generative Adversarial Network for Mixture of Rain Removal Yiyang Shen Yongzhen Wang Mingqiang Wei Honghua Chen H. Xie Gary Cheng F. Wang GAN 19 3 0 28 Apr 2022
Towards Robust Rain Removal Against Adversarial Attacks: A Comprehensive Benchmark Analysis and Beyond Yi Yu Wenhan Yang Yap-Peng Tan Alex C. Kot AAML 39 61 0 31 Mar 2022
Unsupervised Image Deraining: Optimization Model Driven Deep CNN Changfeng Yu Yi Chang Yi Li Xile Zhao Luxin Yan 17 29 0 25 Mar 2022
ART-SS: An Adaptive Rejection Technique for Semi-Supervised restoration for adverse weather-affected images R. Yasarla Carey E. Priebe Vishal M. Patel 15 3 0 17 Mar 2022
Deep Single Image Deraining using An Asymetric Cycle Generative and Adversarial Framework Wei Liu Rui Jiang Cheng Chen Tao Lu Zixiang Xiong 22 0 0 19 Feb 2022
Online-updated High-order Collaborative Networks for Single Image Deraining Cong Wang Jin-shan Pan Xiaomei Wu 42 23 0 14 Feb 2022
Low-light Image Enhancement by Retinex Based Algorithm Unrolling and Adjustment Xinyi Liu Qi Xie Qian Zhao Hong Qang Deyu Meng 27 38 0 12 Feb 2022
Uncertainty-Aware Cascaded Dilation Filtering for High-Efficiency Deraining Qing Guo Jingyang Sun Felix Juefei Xu L. Ma Di Lin Wei Feng Song Wang 24 2 0 07 Jan 2022
Memory-guided Image De-raining Using Time-Lapse Data Jaehoon Cho Seungryong Kim Kwanghoon Sohn 27 5 0 06 Jan 2022
InDuDoNet+: A Deep Unfolding Dual Domain Network for Metal Artifact Reduction in CT Images Hong Wang Yuexiang Li Haimiao Zhang Deyu Meng Yefeng Zheng MedIm 16 32 0 23 Dec 2021
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
TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions Jeya Maria Jose Valanarasu R. Yasarla Vishal M. Patel ViT 54 276 0 29 Nov 2021
ContourletNet: A Generalized Rain Removal Architecture Using Multi-Direction Hierarchical Representation Wei-Ting Chen Cheng-Che Tsai H. Fang I-Hsiang Chen Jian-Jiun Ding Sy-Yen Kuo 33 7 0 25 Nov 2021
Single Image Deraining Network with Rain Embedding Consistency and Layered LSTM Yizhou Li Yusuke Monno Masatoshi Okutomi 34 30 0 05 Nov 2021
Blind Image Decomposition Junlin Han Weihao Li Pengfei Fang Chunyi Sun Jie Hong M. Armin L. Petersson Hongdong Li 30 34 0 25 Aug 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 Naresh Boddeti 15 116 0 19 Aug 2021
Rain Removal and Illumination Enhancement Done in One Go Yecong Wan Yuanshuo Cheng Mingwen Shao 26 5 0 09 Aug 2021
RCDNet: An Interpretable Rain Convolutional Dictionary Network for Single Image Deraining Hong Wang Qi Xie Qian Zhao Yuexiang Li Yong Liang Yefeng Zheng Deyu Meng 34 34 0 14 Jul 2021
Uformer: A General U-Shaped Transformer for Image Restoration Zhendong Wang Xiaodong Cun Jianmin Bao Wengang Zhou Jianzhuang Liu Houqiang Li ViT 51 1,368 0 06 Jun 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 31 15 0 31 May 2021
Image Inpainting by End-to-End Cascaded Refinement with Mask Awareness Manyu Zhu Dongliang He Xin Li Chao Li Fu Li Xiao-Chang Liu Errui Ding Zhaoxiang Zhang 37 110 0 28 Apr 2021
Multi-Scale Hourglass Hierarchical Fusion Network for Single Image Deraining Xiang Chen Yufeng Huang Lei Xu 29 9 0 25 Apr 2021
Exploiting Global and Local Attentions for Heavy Rain Removal on Single Images Dac Tung Vu Juan Luis Gonzalez Munchurl Kim 6 5 0 16 Apr 2021
Closing the Loop: Joint Rain Generation and Removal via Disentangled Image Translation Yuntong Ye Yi Chang Hanyu Zhou Luxin Yan 14 83 0 25 Mar 2021
Learning to Optimize: A Primer and A Benchmark Tianlong Chen Xiaohan Chen Wuyang Chen Howard Heaton Jialin Liu Zhangyang Wang W. Yin 43 225 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 22 73 0 12 Mar 2021
Deep Gradient Projection Networks for Pan-sharpening Shuang Xu Jiangshe Zhang Zixiang Zhao Kai Sun Junmin Liu Chunxia Zhang 16 131 0 08 Mar 2021
Robust Representation Learning with Feedback for Single Image Deraining Chenghao Chen Hao Li 27 80 0 29 Jan 2021
SMDS-Net: Model Guided Spectral-Spatial Network for Hyperspectral Image Denoising Fengchao Xiong Shuyin Tao Jun Zhou Jianfeng Lu Jiantao Zhou Y. Qian 11 52 0 03 Dec 2020