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Rain streak removal is an important issue and has recently been investigated extensively.
A model of saliency-based visual attention for rapid scene analysis
L. Itti, C. Koch, E. Niebur, et al · 1998
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A universal image quality index
Z. Wang and A.-C Bovik · 2002
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Detection and removal of rain from videos
K. Garg and S.-K Nayar · 2004
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Image quality assessment: from error visibility to structural similarity
Z. Wang, A.-C Bovik, H.-R Sheikh, and E.-P Simoncelli · 2004
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Photorealistic rendering of rain streaks
K. Garg and S.-K Nayar · 2006
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Vision and rain
K. Garg and S.-K Nayar · 2007
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Video-based automatic incident detection for smart roads: the outdoor environmental challenges regarding false alarms
M.-S Shehata, J. Cai, W.-M. Badawy, T.-W Burr, M.-S Pervez, R.-J Johannesson, and A. Radmanesh · 2008
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Fsim: A feature similarity index for image quality assessment
L. Zhang, L. Zhang, X.-Q. Mou, and D. Zhang · 2011
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Automatic single-image-based rain streaks removal via image decomposition
L.-W. Kang, C.-W. Lin, and Y.-H. Fu · 2012
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Video post processing: low-latency spatiotemporal approach for detection and removal of rain
A. Tripathi and S Mukhopadhyay · 2012
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Guided image filtering
K.-M. He, J. Sun, and X.-O. Tang · 2012
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Imagenet classification with deep convolutional neural networks
A. Krizhevsky, I. Sutskever, and G.-E Hinton · 2012
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A generalized low-rank appearance model for spatio-temporally correlated rain streaks
Y.-L. Chen and C.-T. Hsu · 2013
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Single-image deraining using an adaptive nonlocal means filter
J.-H. Kim, C. Lee, J.-Y. Sim, and C.-S. Kim · 2013
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Restoring an image taken through a window covered with dirt or rain
D. Eigen, D. Krishnan, and R. Fergus · 2013
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Exploiting image structural similarity for single image rain removal
S.-H. Sun, S.-P. Fan, and Y.-C. Wang · 2014
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Removal of rain from videos: a review
A.-K. Tripathi and S. Mukhopadhyay · 2014
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A rain pixel recovery algorithm for videos with highly dynamic scenes
J. Chen and L.-P. Chau · 2014
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Adam: A method for stochastic optimization
D.-P Kingma and J. Ba · 2014
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Gradient magnitude similarity deviation: A highly efficient perceptual image quality index
W.-F. Xue, L. Zhang, X.-Q. Mou, and A.-C Bovik · 2014
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Single image layer separation using relative smoothness
Y. Li and M.-S. Brown · 2014
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Removing rain from a single image via discriminative sparse coding
Y. Luo, Y. Xu, and H. Ji · 2015
Cited alongside, same era.
Video deraining and desnowing using temporal correlation and low-rank matrix completion
J.-H. Kim, J.-Y. Sim, and C.-S. Kim · 2015
Cited alongside, same era.
Utilizing local phase information to remove rain from video
V. Santhaseelan and V.-K Asari · 2015
Cited alongside, same era.
Batch normalization: Accelerating deep network training by reducing internal covariate shift
S. Ioffe and C. Szegedy · 2015
Cited alongside, same era.
Rain streak removal using layer priors
Y. Li, R.-T Tan, X.-J. Guo, J.-B. Lu, and M.-S Brown · 2016
Cited alongside, same era.
Adherent raindrop modeling, detectionand removal in video
S.-D. You, R.-T Tan, R. Kawakami, Y. Mukaigawa, and K. Ikeuchi · 2016
Clearing the skies: A deep network architecture for single-image rain removal
X.-Y. Fu, J.-B. Huang, X.-H. Ding, Y.-H. Liao, and J. Paisley · 2017
Later among the works it cites.
Image de-raining using a conditional generative adversarial network
H. Zhang, V. Sindagi, and V.-M Patel · 2017
Later among the works it cites.
Video desnowing and deraining based on matrix decomposition
W.-H. Ren, J.-D. Tian, Z. Han, A. Chan, and Y.-D. Tang · 2017
Later among the works it cites.
Spatio-temporal attention-based lstm networks for 3d action recognition and detection
S.-J. Song, C.-L. Lan, J.-L. Xing, W.-K. Zeng, and J.-Y. Liu · 2018
Closest in time.
Density-aware single image de-raining using a multi-stream dense network
H. Zhang and V.-M Patel · 2018
Closest in time.
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Cited alongside, same era.
Rain removal via shrinkage-based sparse coding and learned rain dictionary
C.-H. Son and X.-P. Zhang · 2016
Cited alongside, same era.
Deep residual learning for image recognition
K.-M. He, X.-Y. Zhang, S.-Q. Ren, and J. Sun · 2016
Cited alongside, same era.
A bayesian approach to camouflaged moving object detection
X. Zhang, C. Zhu, S. Wang, Y.-P. Liu, and M. Ye · 2017
Cited alongside, same era.
Removing rain from single images via a deep detail network
X.-Y. Fu, J.-B. Huang, D.-L. Zeng, Y. Huang, X.-H. Ding, and J. Paisley · 2017
Cited alongside, same era.
Transformed low-rank model for line pattern noise removal
Y. Chang, L.-X. Yan, and S. Zhong · 2017
Cited alongside, same era.
A novel tensor-based video rain streaks removal approach via utilizing discriminatively intrinsic priors
T.-X. Jiang, T.-Z. Huang, X.-L. Zhao, L.-J. Deng, and Y. Wang · 2017
Cited alongside, same era.
A directional global sparse model for single image rain removal
L.-J. Deng, T.-Z. Huang, X.-L. Zhao, and T.-X. Jiang · 2018
Closest in time.
Single image deraining via decorrelating the rain streaks and background scene in gradient domain
S.-L. Du, Y.-G. Liu, M. Ye, Z.-Y. Xu, J. Li, and J.-G. Liu · 2018
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Fastderain: A novel video rain streak removal method using directional gradient priors
T.-X. Jiang, T.-Z. Huang, X.-L. Zhao, L.-J. Deng, and Y. Wang · 2018
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Video rain streak removal by multiscale convolutional sparse coding
M.-H. Li, Q. Xie, Q. Zhao, W. Wei, S.-H. Gu, J. Tao, and D.-Y. Meng · 2018
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Attentive generative adversarial network for raindrop removal from a single image
R. Qian, Robby T. Tan, W.-H. Yang, J.-J. Su, and J.-Y. Liu · 2018
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Fast single image rain removal via a deep decomposition-composition network
S.-Y. Li, W.-Q. Ren, J.-W. Zhang, J. Yu, and X.-J. Guo · 2018
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Robust video content alignment and compensation for rain removal in a cnn framework
J. Chen, C.-H. Tan, J.-H. Hou, L.-P. Chau, and H. Li · 2018
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Erase or fill? deep joint recurrent rain removal and reconstruction in videos
J.-Y. Liu, W.-H. Yang, S. Yang, and Z.-M. Guo · 2018
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Semi-supervised cnn for single image rain removal
W. Wei, D.-Y. Meng, Q. Zhao, and Z.-B. Xu · 2018
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Simultaneous fidelity and regularization learning for image restoration
D.-W. Ren, W.-M. Zuo, D. Zhang, L. Zhang, and M.-H. Yang · 2018
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Deep joint rain and haze removal from single images
L. Shen, Z.-H. Yue, Q. Chen, F. Feng, and J. Ma · 2018
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Learning dual convolutional neural networks for low-level vision
J.-S. Pan, S.-F. Liu, D.-Q. Sun, J.-W. Zhang, Y. Liu, J. Ren, Z.-C. Li, J.-H. Tang, H.-C. Lu, Y.-W. Tai, and et al · 2018
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Residual-guide feature fusion network for single image deraining
Z.-W. Fan, H.-F. Wu, X.-Y. Fu, Y. Hunag, and X.-H. Ding · 2018
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Lightweight pyramid networks for image deraining
X.-Y. Fu, B. Liang, Y. Huang, X.-H. Ding, and J. Paisley · 2018
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A directional global sparse model for single image rain removal
L.-J. Deng, T.-Z. Huang, X.-L. Zhao, and T.-X. Jiang · 2018
Closest in time.