4.11.2.6 Rain Removal, Color Correction

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

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., Fu, C.W., Lischinski, D., Heng, P.A.,
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 .