Laser & Optoelectronics Progress, Volume. 58, Issue 6, 610013(2021)

Fast Video Rain Removal Algorithm Based on Layer Priors

Pan Deng and Yan Limin*
Author Affiliations
  • Microelectronics Research & Development Center, Shanghai University, Shanghai 200444, China
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    References(12)

    [1] Li Y, Tan R T, Guo X J et al. Rain streak removal using layer priors[C]. //2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 27-30, 2016, Las Vegas, NV, USA., 2736-2744(2016).

    [2] Li M H, Xie Q, Zhao Q et al. Video rain streak removal by multiscale convolutional sparse coding[C]. //2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, June 18-23, 2018, Salt Lake City, UT, USA., 6644-6653(2018).

    [4] Li X, Wu J L, Lin Z C et al. Recurrent squeeze-and-excitation context aggregation net for single image deraining[M]. //Ferrari V, Hebert M, Sminchisescu C, et al. Computer Vision-ECCV 2018. Lecture Notes in Computer Science. Cham: Springer, 11211, 262-277(2018).

    [5] Chen J, Tan C H, Hou J H et al. Robust video content alignment and compensation for rain removal in a CNN framework[C]. //2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, June 18-23, 2018, Salt Lake City, UT, USA., 6286-6295(2018).

    [6] Wei W, Yi L X, Xie Q et al. Should we encode rain streaks in video as deterministic or stochastic?[C]. //2017 IEEE International Conference on Computer Vision (ICCV), October 22-29, 2017, Venice, Italy., 2535-2544(2017).

    [7] Zoran D, Weiss Y. From learning models of natural image patches to whole image restoration[C]. //2011 International Conference on Computer Vision, November 6-13, 2011, Barcelona, Spain., 479-486(2011).

    [9] Zhu C Y, Byrd R H, Lu P H et al. Algorithm 778: L-BFGS-B[J]. ACM Transactions on Mathematical Software, 23, 550-560(1997).

    [11] Wang Y L, Yang J F, Yin W T et al. A new alternating minimization algorithm for total variation image reconstruction[J]. SIAM Journal on Imaging Sciences, 1, 248-272(2008).

    [12] Wang H, Li M H, Wu Y C et al. A survey on rain removal from video and single image[EB/OL]. [2020-07-02]. https://arxiv.org/abs/1909.08326..

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    Pan Deng, Yan Limin. Fast Video Rain Removal Algorithm Based on Layer Priors[J]. Laser & Optoelectronics Progress, 2021, 58(6): 610013

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    Paper Information

    Category: Image Processing

    Received: Jul. 22, 2020

    Accepted: --

    Published Online: Mar. 16, 2021

    The Author Email: Limin Yan (yanlm@shu.edu.cn)

    DOI:10.3788/LOP202158.0610013

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