Winner, H.[Hermann],
Combined sensor device for measuring both rain-covered area on
and visual range through a windshield of a motor vehicle,
US_Patent6,108,084, Aug 22, 2000
WWW Link.
BibRef
0008
Garg, K.[Kshitiz],
Nayar, S.K.[Shree K.],
Photorealistic Rendering of Rain Streaks,
ToG(25), July 2006, pp. xx-yy.
PDF File.
BibRef
0607
Garg, K.[Kshitiz],
Nayar, S.K.[Shree K.],
Vision and Rain,
IJCV(75), No. 1, October 2007, pp. 3-27.
Springer DOI
0709
BibRef
Earlier:
When Does a Camera See Rain?,
ICCV05(II: 1067-1074).
IEEE DOI
0510
BibRef
Earlier:
Detection and removal of rain from videos,
CVPR04(I: 528-535).
IEEE DOI
0408
BibRef
Barnum, P.C.[Peter C.],
Narasimhan, S.G.[Srinivasa G.],
Kanade, T.[Takeo],
Analysis of Rain and Snow in Frequency Space,
IJCV(86), No. 2-3, January 2010, pp. xx-yy.
Springer DOI
1001
BibRef
Kang, L.W.,
Lin, C.W.,
Fu, Y.H.,
Automatic Single-Image-Based Rain Streaks Removal via Image
Decomposition,
IP(21), No. 4, April 2012, pp. 1742-1755.
IEEE DOI
1204
BibRef
Tripathi, A.K.,
Mukhopadhyay, S.,
Video post processing: Low-latency spatiotemporal approach for
detection and removal of rain,
IET-IPR(6), No. 2, 2012, pp. 181-196.
DOI Link
1204
BibRef
Tripathi, A.K.[Abhishek Kumar],
Mukhopadhyay, S.[Sudipta],
Removal of rain from videos: a review,
SIViP(8), No. 8, November 2014, pp. 1421-1430.
WWW Link.
1411
BibRef
Tripathi, A.K.[Abhishek Kumar],
Mukhopadhyay, S.[Sudipta],
Meteorological approach for detection and removal of rain from videos,
IET-CV(7), No. 1, 2013, pp. 36-47.
DOI Link
1307
BibRef
Chen, J.[Jie],
Chau, L.P.[Lap-Pui],
A Rain Pixel Recovery Algorithm for Videos With Highly Dynamic Scenes,
IP(23), No. 3, March 2014, pp. 1097-1104.
IEEE DOI
1403
filtering theory
BibRef
Chen, D.Y.[Duan-Yu],
Chen, C.C.[Chien-Cheng],
Kang, L.W.[Li-Wei],
Visual Depth Guided Color Image Rain Streaks Removal Using Sparse
Coding,
CirSysVideo(24), No. 8, August 2014, pp. 1430-1455.
IEEE DOI
1410
eigenvalues and eigenfunctions
BibRef
Kim, H.G.[Hak Gu],
Seo, S.J.[Seung Ji],
Song, B.C.[Byung Cheol],
Multi-frame de-raining algorithm using a motion-compensated non-local
mean filter for rainy video sequences,
JVCIR(26), No. 1, 2015, pp. 317-328.
Elsevier DOI
1502
Rain streaks
BibRef
Santhaseelan, V.[Varun],
Asari, V.K.[Vijayan K.],
Utilizing Local Phase Information to Remove Rain from Video,
IJCV(112), No. 1, March 2015, pp. 71-89.
WWW Link.
1503
BibRef
Earlier:
Phase Congruency Based Technique for the Removal of Rain from Video,
ICIAR11(I: 30-39).
Springer DOI
1106
BibRef
You, S.[Shaodi],
Tan, R.T.[Robby T.],
Kawakami, R.[Rei],
Mukaigawa, Y.[Yasuhiro],
Ikeuchi, K.[Katsushi],
Adherent Raindrop Modeling, Detection and Removal in Video,
PAMI(38), No. 9, September 2016, pp. 1721-1733.
IEEE DOI
1609
BibRef
Earlier:
Raindrop Detection and Removal from Long Range Trajectories,
ACCV14(II: 569-585).
Springer DOI
1504
BibRef
Earlier: A1, A2, A3, A5, Only:
Adherent Raindrop Detection and Removal in Video,
CVPR13(1035-1042)
IEEE DOI
1309
BibRef
Fu, X.,
Huang, J.,
Ding, X.,
Liao, Y.,
Paisley, J.,
Clearing the Skies: A Deep Network Architecture for Single-Image Rain
Removal,
IP(26), No. 6, June 2017, pp. 2944-2956.
IEEE DOI
1705
Image enhancement, Linear programming, Machine learning, Rain,
Testing, Training, Rain removal, convolutional neural networks,
deep learning, image, enhancement
BibRef
Li, Y.,
Tan, R.T.,
Guo, X.,
Lu, J.,
Brown, M.S.,
Single Image Rain Streak Decomposition Using Layer Priors,
IP(26), No. 8, August 2017, pp. 3874-3885.
IEEE DOI
1707
BibRef
Earlier:
Rain Streak Removal Using Layer Priors,
CVPR16(2736-2744)
IEEE DOI
1612
Gaussian processes, image reconstruction, mixture models,
Gaussian mixture models, computer vision, dictionary learning,
image analysis systems, layer priors,
rain streak free background scene,
rain streak removal algorithms, rain streaks impair visibility,
single image rain streak decomposition,
structure residue recovery, Cameras, Computational modeling,
Dictionaries, Electronic mail, Histograms, Interference, Rain,
Gaussian mixture models, Rain removal, image decomposition,
image prior, visibility recovery.
BibRef
Wang, Y.,
Liu, S.,
Chen, C.,
Zeng, B.,
A Hierarchical Approach for Rain or Snow Removing in a Single Color
Image,
IP(26), No. 8, August 2017, pp. 3936-3950.
IEEE DOI
1707
image classification, image colour analysis, image filtering, rain,
dictionary learning, guided filter, hierarchical approach,
variance sensitivity, visual quality, Atmospheric modeling,
BibRef
Zhang, H.[He],
Patel, V.M.[Vishal M.],
Convolutional Sparse and Low-Rank Coding-Based Image Decomposition,
IP(27), No. 5, May 2018, pp. 2121-2133.
IEEE DOI
1804
BibRef
Earlier:
Convolutional Sparse and Low-Rank Coding-Based Rain Streak Removal,
WACV17(1259-1267)
IEEE DOI
1609
BibRef
Earlier:
Convolutional Sparse Coding-based Image Decomposition,
BMVC16(xx-yy).
HTML Version.
1805
image coding, image representation, image texture,
learning (artificial intelligence), cartoon decomposition,
sparse coding.
Computer vision, Convolutional codes, Dictionaries, Image coding,
Optimization, Rain, Videos
BibRef
Du, S.L.[Shuang-Li],
Liu, Y.G.[Yi-Guang],
Ye, M.[Mao],
Xu, Z.Y.[Zhen-Yu],
Li, J.[Jie],
Liu, J.G.[Jian-Guo],
Single image deraining via decorrelating the rain streaks and
background scene in gradient domain,
PR(79), 2018, pp. 303-317.
Elsevier DOI
1804
Rain removal, Gradient domain, Decomposition model
BibRef
Liu, Y.F.,
Jaw, D.W.,
Huang, S.C.,
Hwang, J.N.,
DesnowNet: Context-Aware Deep Network for Snow Removal,
IP(27), No. 6, June 2018, pp. 3064-3073.
IEEE DOI
1804
Atmospheric modeling, Feature extraction, Image color analysis,
Image restoration, Rain, Shape, Snow, Snow removal,
image restoration
BibRef
Tian, J.D.[Jian-Dong],
Han, Z.[Zhi],
Ren, W.H.[Wei-Hong],
Chen, X.[Xiai],
Tang, Y.D.[Yan-Dong],
Snowflake Removal for Videos via Global and Local Low-Rank
Decomposition,
MultMed(20), No. 10, October 2018, pp. 2659-2669.
IEEE DOI
1810
computer vision, feature extraction, image matching,
image motion analysis, image sequences, matrix decomposition,
low-rank decomposition
BibRef
Liu, J.,
Yang, W.,
Yang, S.,
Guo, Z.,
D3R-Net: Dynamic Routing Residue Recurrent Network for Video Rain
Removal,
IP(28), No. 2, February 2019, pp. 699-712.
IEEE DOI
1811
image fusion, image motion analysis, image segmentation,
image sequences, object detection, rain, video signal processing,
recurrent neural network
BibRef
Xiao, J.S.[Jin-Sheng],
Zou, W.T.[Wen-Tao],
Chen, Y.H.[Yun-Hua],
Wang, W.[Wen],
Lei, J.F.[Jun-Feng],
Single image rain removal based on depth of field and sparse coding,
PRL(116), 2018, pp. 212-217.
Elsevier DOI
1812
Image rain removal, Depth of field, Sparse coding, Principal component analysis
BibRef
Koziarski, M.[Michal],
Cyganek, B.[Boguslaw],
Marine Snow Removal Using a Fully Convolutional 3D Neural Network
Combined with an Adaptive Median Filter,
CVAUI18(16-25).
Springer DOI
1901
BibRef
Jiang, T.,
Huang, T.,
Zhao, X.,
Deng, L.,
Wang, Y.,
FastDeRain: A Novel Video Rain Streak Removal Method Using
Directional Gradient Priors,
IP(28), No. 4, April 2019, pp. 2089-2102.
IEEE DOI
1901
computer vision, gradient methods, rain, video signal processing,
rain-perpendicular direction, anisotropic spatial smoothness,
split augmented Lagrangian shrinkage algorithm (SALSA)
BibRef
Mu, P.,
Chen, J.,
Liu, R.,
Fan, X.,
Luo, Z.,
Learning Bilevel Layer Priors for Single Image Rain Streaks Removal,
SPLetters(26), No. 2, February 2019, pp. 307-311.
IEEE DOI
1902
filtering theory, image denoising, image enhancement,
image reconstruction, image representation, image restoration,
bilevel layer priors
BibRef
Wang, Y.T.[Ye-Tao],
Zhao, X.L.[Xi-Le],
Jiang, T.X.[Tai-Xiang],
Deng, L.J.[Liang-Jian],
Ma, T.H.[Tian-Hui],
Zhang, Y.T.[Yue-Tian],
Huang, T.Z.[Ting-Zhu],
A total variation and group sparsity based tensor optimization model
for video rain streak removal,
SP:IC(73), 2019, pp. 96-108.
Elsevier DOI
1904
Video rain streak removal, Group sparsity,
Unidirectional total variation (UTV),
Alternating direction method of multipliers (ADMM)
BibRef
Xiang, P.,
Wang, L.,
Wu, F.,
Cheng, J.,
Zhou, M.,
Single-Image De-Raining With Feature-Supervised Generative
Adversarial Network,
SPLetters(26), No. 5, May 2019, pp. 650-654.
IEEE DOI
1905
computer vision, learning (artificial intelligence), neural nets,
Single-Image De-Raining,
convolutional neural networks
BibRef
Yang, W.,
Liu, J.,
Yang, S.,
Guo, Z.,
Scale-Free Single Image Deraining Via Visibility-Enhanced Recurrent
Wavelet Learning,
IP(28), No. 6, June 2019, pp. 2948-2961.
IEEE DOI
1905
image representation, image restoration,
learning (artificial intelligence), rain, recurrent neural nets,
residual dense network
BibRef
Bahnsen, C.H.,
Moeslund, T.B.,
Rain Removal in Traffic Surveillance: Does it Matter?,
ITS(20), No. 8, August 2019, pp. 2802-2819.
IEEE DOI
1908
Rain, Snow, Surveillance, Cameras, Mathematical model,
Image segmentation, Rain removal, snow removal, image restoration,
road transportation
BibRef
Machot, F.A.[Fadi Al],
Ali, M.[Mouhannad],
Mosa, A.H.[Ahmad Haj],
Schwarzlmüller, C.[Christopher],
Gutmann, M.[Markus],
Kyamakya, K.[Kyandoghere],
Real-time raindrop detection based on cellular neural networks for ADAS,
RealTimeIP(16), No. 4, August 2019, pp. 931-943.
Springer DOI
1908
BibRef
Li, S.Y.[Si-Yuan],
Ren, W.Q.[Wen-Qi],
Zhang, J.W.[Jia-Wan],
Yu, J.[Jinke],
Guo, X.J.[Xiao-Jie],
Single image rain removal via a deep decomposition-composition
network,
CVIU(186), 2019, pp. 48-57.
Elsevier DOI
1908
BibRef
Tang, H.Z.[Hong-Zhong],
Zhu, L.[Ling],
Zhang, D.B.[Dong-Bo],
Wang, X.[Xiang],
Single Image Rain Removal Model Using Pure Rain Dictionary Learning,
IET-IPR(13), No. 10, 22 August 2019, pp. 1797-1804.
DOI Link
1909
BibRef
Tang, L.M.[Lai Meng],
Lim, L.H.[Li Hong],
Siebert, P.[Paul],
Removal of Visual Disruption Caused by Rain Using Cycle-Consistent
Generative Adversarial Networks,
AutoNUE18(V:551-566).
Springer DOI
1905
BibRef
Liu, J.,
Yang, W.,
Yang, S.,
Guo, Z.,
Erase or Fill? Deep Joint Recurrent Rain Removal and Reconstruction
in Videos,
CVPR18(3233-3242)
IEEE DOI
1812
Rain, Videos, Adaptation models, Degradation, Image reconstruction,
Additives, Redundancy
BibRef
Chen, J.,
Tan, C.,
Hou, J.,
Chau, L.,
Li, H.,
Robust Video Content Alignment and Compensation for Rain Removal in a
CNN Framework,
CVPR18(6286-6295)
IEEE DOI
1812
Rain, Cameras, Visualization, Heuristic algorithms, Streaming media
BibRef
Li, M.,
Xie, Q.,
Zhao, Q.,
Wei, W.,
Gu, S.,
Tao, J.,
Meng, D.,
Video Rain Streak Removal by Multiscale Convolutional Sparse Coding,
CVPR18(6644-6653)
IEEE DOI
1812
Rain, Convolutional codes, Encoding, Task analysis, Shape,
Cameras, Feature extraction
BibRef
Lei, J.,
Zhang, S.,
Zou, W.,
Xiao, J.,
Chen, Y.,
Sui, H.,
An Image Rain Removal algorithm based on the depth of field and
sparse coding,
ICPR18(2368-2373)
IEEE DOI
1812
Rain, Dictionaries, Hafnium, Principal component analysis,
Clustering algorithms, Image decomposition
BibRef
Li, X.[Xia],
Wu, J.L.[Jian-Long],
Lin, Z.C.[Zhou-Chen],
Liu, H.[Hong],
Zha, H.B.[Hong-Bin],
Recurrent Squeeze-and-Excitation Context Aggregation Net for Single
Image Deraining,
ECCV18(VII: 262-277).
Springer DOI
1810
BibRef
Li, R.[Ruoteng],
Tan, R.T.[Robby T.],
Cheong, L.F.[Loong-Fah],
Robust Optical Flow in Rainy Scenes,
ECCV18(XV: 299-317).
Springer DOI
1810
BibRef
Guo, T.,
Akcay, S.,
Adey, P.A.,
Breckon, T.P.,
On the Impact of Varying Region Proposal Strategies for Raindrop
Detection and Classification Using Convolutional Neural Networks,
ICIP18(3413-3417)
IEEE DOI
1809
Proposals, Computer architecture, Automotive engineering,
Feature extraction, Visualization, Sensors, Image color analysis,
CNN
BibRef
Matsui, T.,
Fujisawa, T.,
Yamaguchi, T.,
Ikehara, M.,
Single-Image Rain Removal Using Residual Deep Learning,
ICIP18(3928-3932)
IEEE DOI
1809
Rain, Training, Machine learning, Additives, Birds, Indexes,
Convolutional codes, Rain removal, deep learning,
batch normalization
BibRef
Wei, W.,
Yi, L.,
Xie, Q.,
Zhao, Q.,
Meng, D.,
Xu, Z.,
Should We Encode Rain Streaks in Video as Deterministic or
Stochastic?,
ICCV17(2535-2544)
IEEE DOI
1802
Gaussian processes, computer vision, mixture models,
object detection, rain, video signal processing, Gaussians mixture,
Stochastic processes
BibRef
Zhu, L.[Lei],
Fu, C.W.[Chi-Wing],
Lischinski, D.[Dani],
Heng, P.A.[Pheng-Ann],
Joint Bi-layer Optimization for Single-Image Rain Streak Removal,
ICCV17(2545-2553)
IEEE DOI
1802
computer vision, image denoising, image reconstruction,
image restoration, optimisation, rain, Joint Bi-layer Optimization,
Visualization
BibRef
Jiang, T.X.,
Huang, T.Z.,
Zhao, X.L.,
Deng, L.J.,
Wang, Y.,
A Novel Tensor-Based Video Rain Streaks Removal Approach via
Utilizing Discriminatively Intrinsic Priors,
CVPR17(2818-2827)
IEEE DOI
1711
Cameras, Correlation, Machine learning, Rain, TV,
Tensile, stress
BibRef
Ren, W.,
Tian, J.,
Han, Z.,
Chan, A.,
Tang, Y.,
Video Desnowing and Deraining Based on Matrix Decomposition,
CVPR17(2838-2847)
IEEE DOI
1711
Matrix decomposition, Rain, Shape, Snow, Sparse matrices, Strain, Video,
sequences
BibRef
Fu, X.Y.[Xue-Yang],
Huang, J.B.[Jia-Bin],
Zeng, D.L.[De-Lu],
Huang, Y.[Yue],
Ding, X.H.[Xing-Hao],
Paisley, J.[John],
Removing Rain from Single Images via a Deep Detail Network,
CVPR17(1715-1723)
IEEE DOI
1711
Histograms, Image coding, Network architecture, Neural networks,
Rain, Training
BibRef
Qian, R.,
Tan, R.T.,
Yang, W.,
Su, J.,
Liu, J.,
Attentive Generative Adversarial Network for Raindrop Removal from A
Single Image,
CVPR18(2482-2491)
IEEE DOI
1812
Rain, Visualization, Generative adversarial networks, Lenses, Shape,
Glass, Cameras
BibRef
Yang, W.,
Tan, R.T.,
Feng, J.,
Liu, J.,
Guo, Z.,
Yan, S.,
Deep Joint Rain Detection and Removal from a Single Image,
CVPR17(1685-1694)
IEEE DOI
1711
Atmospheric modeling, Feature extraction,
Image restoration, Machine learning, Rain, Shape
BibRef
Arimasa, T.[Taichi],
Yoshida, H.[Hiromi],
Iiguni, Y.[Yoji],
Detection of view-disturbing noise by using time-axial clustering in
spatio-temporal image,
MVA17(278-281)
DOI Link
1708
e.g. rain and other problems.
Automobiles, Cameras, Glass, Image color analysis, Noise measurement,
Organizations, Surveillance
BibRef
Chen, Q.,
Yi, X.,
Ni, B.,
Shen, Z.,
Yang, X.,
Rain removal via residual generation cascading,
VCIP17(1-4)
IEEE DOI
1804
filtering theory, image denoising, neural nets, rain,
Laplacian pyramid, conditional generative adversarial nets,
Visualization
BibRef
Wang, Y.,
Chen, C.,
Zhu, S.,
Zeng, B.,
A framework of single-image deraining method based on analysis of
rain characteristics,
ICIP16(4087-4091)
IEEE DOI
1610
Color
BibRef
Fouad, E.[Elhassouni],
Salma, A.[Alami],
Abdelhak, E.[Ezzine],
Modelisation of Raindrops Based on Declivity Principle,
CGiV16(249-252)
IEEE DOI
1608
automotive components
BibRef
Luo, Y.,
Xu, Y.,
Ji, H.,
Removing Rain from a Single Image via Discriminative Sparse Coding,
ICCV15(3397-3405)
IEEE DOI
1602
Dictionaries
BibRef
Tadano, R.,
Pediredla, A.K.,
Veeraraghavan, A.,
Depth Selective Camera: A Direct, On-Chip, Programmable Technique for
Depth Selectivity in Photography,
ICCV15(3595-3603)
IEEE DOI
1602
Cameras; Light sources; Lighting; Modulation; Rain; Scattering
BibRef
Webster, D.D.[Dereck D.],
Breckon, T.P.[Toby P.],
Improved raindrop detection using combined shape and saliency
descriptors with scene context isolation,
ICIP15(4376-4380)
IEEE DOI
1512
all-weather computer vision
BibRef
Sun, S.H.[Shao-Hua],
Fan, S.P.[Shang-Pu],
Wang, Y.C.F.[Yu-Chiang Frank],
Exploiting image structural similarity for single image rain removal,
ICIP14(4482-4486)
IEEE DOI
1502
Dictionaries
BibRef
Kim, J.H.[Jin-Hwan],
Sim, J.Y.[Jae-Young],
Kim, C.S.[Chang-Su],
Stereo video deraining and desnowing based on spatiotemporal frame
warping,
ICIP14(5432-5436)
IEEE DOI
1502
Estimation
BibRef
Chen, Y.L.[Yi-Lei],
Hsu, C.T.[Chiou-Ting],
A Generalized Low-Rank Appearance Model for Spatio-temporally
Correlated Rain Streaks,
ICCV13(1968-1975)
IEEE DOI
1403
BibRef
Eigen, D.[David],
Krishnan, D.[Dilip],
Fergus, R.[Rob],
Restoring an Image Taken through a Window Covered with Dirt or Rain,
ICCV13(633-640)
IEEE DOI
1403
BibRef
Kim, J.H.[Jin-Hwan],
Lee, C.[Chul],
Sim, J.Y.[Jae-Young],
Kim, C.S.[Chang-Su],
Single-image deraining using an adaptive nonlocal means filter,
ICIP13(914-917)
IEEE DOI
1402
Clustering algorithms
BibRef
Nashashibi, F.,
de Charrette, R.,
Lia, A.,
Detection of unfocused raindrops on a windscreen using low level image
processing,
ICARCV10(1410-1415).
IEEE DOI
1109
BibRef
Desvignes, M.[Michel],
Molinie, G.[Gilles],
Raindrops size from video and image processing,
ICIP12(1341-1344).
IEEE DOI
1302
BibRef
Wu, Q.[Qi],
Zhang, W.[Wende],
Kumar, B.V.K.V.[B.V.K. Vijaya],
Raindrop detection and removal using salient visual features,
ICIP12(941-944).
IEEE DOI
1302
BibRef
Roser, M.[Martin],
Geiger, A.[Andreas],
Video-based raindrop detection for improved image registration,
ObjectEvent09(570-577).
IEEE DOI
0910
BibRef
Brewer, N.[Nathan],
Liu, N.J.[Nian-Jun],
Using the Shape Characteristics of Rain to Identify and Remove Rain
from Video,
SSPR08(451-458).
Springer DOI
0812
BibRef
Chapter on Computational Vision, Regularization, Connectionist, Morphology, Scale-Space, Perceptual Grouping, Wavelets, Color, Sensors, Optical, Laser, Radar continues in
Haze, Dehazing, Color Correction .