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Rain streaks degrade the image quality and seriously affect the performance of subsequent computer vision tasks, such as autonomous driving, social security, etc.
Automatic single-image-based rain streaks removal via image decomposition
Li-Wei Kang, Chia-Wen Lin, and Yu-Hsiang Fu · 2011
Earlier work this paper cites.
A generalized low-rank appearance model for spatio-temporally correlated rain streaks
Yi-Lei Chen and Chiou-Ting Hsu · 2013
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Adam: A method for stochastic optimization
Diederik P Kingma and Jimmy Ba · 2014
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Removing rain from a single image via discriminative sparse coding
Yu Luo, Yong Xu, and Hui Ji · 2015
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Rain streak removal using layer priors
Yu Li, Robby T Tan, Xiaojie Guo, Jiangbo Lu, and Michael S Brown · 2016
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A hierarchical approach for rain or snow removing in a single color image
Yinglong Wang, Shuaicheng Liu, Chen Chen, and Bing Zeng · 2017
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Joint bi-layer optimization for single-image rain streak removal
Lei Zhu, Chi-Wing Fu, Dani Lischinski, and Pheng-Ann Heng · 2017
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Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Lukasz Kaiser, and Illia Polosukhin · 2017
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Clearing the skies: A deep network architecture for single-image rain removal
Xueyang Fu, Jiabin Huang, Xinghao Ding, Yinghao Liao, and John Paisley · 2017
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Unpaired image-to-image translation using cycle-consistent adversarial networks
Jun-Yan Zhu, Taesung Park, Phillip Isola, and Alexei A Efros · 2017
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Deep joint rain detection and removal from a single image
Wenhan Yang, Robby T Tan, Jiashi Feng, Jiaying Liu, Zongming Guo, and Shuicheng Yan · 2017
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A directional global sparse model for single image rain removal
Liang-Jian Deng, Ting-Zhu Huang, Xi-Le Zhao, and Tai-Xiang Jiang · 2018
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Density-aware single image de-raining using a multi-stream dense network
He Zhang and Vishal M Patel · 2018
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Recurrent squeeze-and-excitation context aggregation net for single image deraining
Xia Li, Jianlong Wu, Zhouchen Lin, Hong Liu, and Hongbin Zha · 2018
Earlier work this paper cites.
Non-locally enhanced encoder-decoder network for single image de-raining
Guanbin Li, Xiang He, Wei Zhang, Huiyou Chang, Le Dong, and Liang Lin · 2018
Earlier work this paper cites.
Single image rain removal via a deep decomposition–composition network
Siyuan Li, Wenqi Ren, Jiawan Zhang, Jinke Yu, and Xiaojie Guo · 2019
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Learning a multi-level guided residual network for single image deraining
Cong Wang, Man Zhang, Zhixun Su, Yutong Wu, Guangle Yao, and Hongyan Wang · 2019
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Semi-supervised transfer learning for image rain removal
Wei Wei, Deyu Meng, Qian Zhao, Zongben Xu, and Ying Wu · 2019
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Yanyan Wei, Zhao Zhang, Jicong Fan, Yang Wang, Shuicheng Yan, and Meng Wang · 2019
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Singe image rain removal with unpaired information: A differentiable programming perspective
Hongyuan Zhu, Xi Peng, Joey Tianyi Zhou, Songfan Yang, Vijay Chanderasekh, Liyuan Li, and Joo-Hwee Lim · 2019
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Progressive image deraining networks: A better and simpler baseline
Dongwei Ren, Wangmeng Zuo, Qinghua Hu, Pengfei Zhu, and Deyu Meng · 2019
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Gated context aggregation network for image dehazing and deraining
Dongdong Chen, Mingming He, Qingnan Fan, Jing Liao, Liheng Zhang, Dongdong Hou, Lu Yuan, and Gang Hua · 2019
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Syn2real transfer learning for image deraining using gaussian processes
Rajeev Yasarla, Vishwanath A Sindagi, and Vishal M Patel · 2020
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Decomposed cyclegan for single image deraining with unpaired data
Kewen Han and Xinguang Xiang · 2020
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An image is worth 16x16 words: Transformers for image recognition at scale
Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiaohua Zhai, Thomas Unterthiner, Mostafa Dehghani, Matthias Minderer, Georg Heigold, Sylvain Gelly, et al · 2020
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Conditional variational image deraining
Yingjun Du, Jun Xu, Xiantong Zhen, Ming-Ming Cheng, and Ling Shao · 2020
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Single image deraining with continuous rain density estimation
Jingwei He, Lei Yu, Gui-Song Xia, and Wen Yang · 2020
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A model-driven deep neural network for single image rain removal
Hong Wang, Qi Xie, Qian Zhao, and Deyu Meng · 2020
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Joint self-attention and scale-aggregation for self-calibrated deraining network
Cong Wang, Yutong Wu, Zhixun Su, and Junyang Chen · 2020
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Yiyang Shen, Yidan Feng, Sen Deng, Dong Liang, Jing Qin, Haoran Xie, and Mingqiang Wei · 2020
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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, and Yang Liu · 2020
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Mara-net: Single image deraining network with multi-level connection and adaptive regional attention
Yeachan Park, Myeongho Jeon, Junho Lee, and Myungjoo Kan · 2020
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Single image deraining via nonlocal squeeze-and-excitation enhancing network
Cong Wang, Wanshu Fan, Honghe Zhu, and Zhixun Su · 2020
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Single image deraining via deep pyramid network with spatial contextual information aggregation
Cong Wang, Yutong Wu, Yu Cai, Guangle Yao, Zhixun Su, and Hongyan Wang · 2020
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Multi-scale progressive fusion network for single image deraining
Kui Jiang, Zhongyuan Wang, Peng Yi, Chen Chen, Baojin Huang, Yimin Luo, Jiayi Ma, and Junjun Jiang · 2020
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Dcsfn: Deep cross-scale fusion network for single image rain removal
Cong Wang, Xiaoying Xing, Yutong Wu, Zhixun Su, and Junyang Chen · 2020
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Rain streak removal via dual graph convolutional network
Xueyang Fu, Qi Qi, Zheng-Jun Zha, Yurui Zhu, and Xinghao Ding · 2021
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Single image rain removal via multi-module deep grid network
Nanfeng Jiang, Weiling Chen, Liqun Lin, and Tiesong Zhao · 2021
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Deepvit: Towards deeper vision transformer
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Vision transformers for dense prediction
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Multi-stage progressive image restoration
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