[1]WANG Keping,CAI Kaili,WANG Hongqi,et al.A global sparse rain removal model based on rain streaks main direction adaptation[J].CAAI Transactions on Intelligent Systems,2020,15(2):271-280.[doi:10.11992/tis.201809042]
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A global sparse rain removal model based on rain streaks main direction adaptation

References:
[1] REN Weihong, TIAN Jiandong, HAN Zhi, et al. Video desnowing and deraining based on matrix decomposition[C]//Proceedings of 2017 IEEE Conference on Computer Vision and Pattern Recognition. Honolulu, HI, USA, 2017: 2838-2847.
[2] JIANG Taixiang, HUANG Tingzhu, ZHAO Xile, et al. A novel tensor-based video rain streaks removal approach via utilizing discriminatively intrinsic priors[C]//Proceedings of 2017 IEEE Conference on Computer Vision and Pattern Recognition. Honolulu, HI, USA, 2017: 2818-2827.
[3] FU Y H, KANG Liwei, LIN C W, et al. Single-frame-based rain removal via image decomposition[C]//Proceedings of 2011 IEEE International Conference on Acoustics, Speech and Signal Processing. Prague, Czech Republic, 2011: 1453-1456.
[4] KANG Liwei, LIN C W, FU Y H. Automatic single-image-based rain streaks removal via image decomposition[J]. IEEE transactions on image processing, 2012, 21(4): 1742-1755.
[5] CHEN Duanyu, CHEN C C, KANG Liwei. Visual depth guided image rain streaks removal via sparse coding[C]//Proceedings of 2012 IEEE International Symposium on Intelligent Signal Processing and Communications Systems. Taipei, China, 2012: 151-156.
[6] LUO Yu, XU Yong, JI Hui. Removing rain from a single image via discriminative sparse coding[C]//Proceedings of 2015 IEEE International Conference on Computer Vision. Santiago, Chile, 2015: 3397-3405.
[7] 庞彦伟, 周俊, 邓君坪, 等. 基于图像分解与字典分类的单幅图像去雨算法[J]. 天津大学学报(自然科学与工程技术版), 2017, 50(4): 391-398
PANG Yanwei, ZHOU Jun, DENG Junping, et al. Single-image rain removal algorithm based on image decomposition and dictionary classification[J]. Journal of Tianjin University (Science and Technology), 2017, 50(4): 391-398
[8] GU Shuhang, MENG Deyu, ZUO Wangmeng, et al. Joint convolutional analysis and synthesis sparse representation for single image layer separation[C]//Proceedings of 2017 IEEE International Conference on Computer Vision. Venice, Italy, 2017: 1717-1725.
[9] XU Jing, ZHAO Wei, LIU Peng, et al. An improved guidance image based method to remove rain and snow in a single image[J]. Computer and information science, 2012, 5(3): 49-55.
[10] LIU Changbo, PANG Yanwei, WANG Jian, et al. Frequency domain directional filtering based rain streaks removal from a single color image[C]//Proceedings of the 10th International Conference on Intelligent Computing. Taiyuan, China, 2014: 415-424.
[11] KIM J H, LEE C, SIM J Y, et al. Single-image deraining using an adaptive nonlocal means filter[C]//Proceedings of 2013 IEEE International Conference on Image Processing. Melbourne, VIC, Australia, 2014: 914-917.
[12] CHEN Yilie, HSU C T. A generalized low-rank appearance model for spatio-temporally correlated rain streaks[C]//Proceedings of 2013 IEEE International Conference on Computer Vision. Sydney, NSW, Australia, 2013: 1968-1975.
[13] LI Yu, TAN R T, GUO Xiaojie, et al. Rain streak removal using layer priors[C]//Proceedings of 2016 IEEE Conference on Computer Vision and Pattern Recognition. Las Vegas, NV, USA, 2016: 2736-2744.
[14] DENG Liangjian, HUANG Tingzhu, ZHAO Xile, et al. A directional global sparse model for single image rain removal[J]. Applied mathematical modelling, 2018, 59: 662-679.
[15] FU Xueyang, HUANG Jiabin, DING Xinghao, et al. Clearing the skies: a deep network architecture for single-image rain removal[J]. IEEE transactions on image processing, 2017, 26(6): 2944-2956.
[16] YANG Wenhan, TAN R T, FENG Jiashi, et al. Deep joint rain detection and removal from a single image[C]//Proceedings of 2017 IEEE Conference on Computer Vision and Pattern Recognition. Honolulu, HI, USA, 2017: 1685-1694.
[17] ZHANG He, SINDAGI V, PATEL V M. Image de-raining using a conditional generative adversarial network[J/OL]. IEEE transactions on circuits and systems for video technology: (2019-06-03). https://ieeexplore.ieee.org/document/8727938. DOI: 10.1109/TCSVT.2019.2920407.
[18] SHYU J J, PEI S C, HUANG Yunda. Design of variable two-dimensional FIR digital filters by McClellan transformation[J]. IEEE transactions on circuits and systems I: regular papers, 2009, 56(3): 574-582.
[19] BOUALI M, LADJAL S. Toward optimal destriping of MODIS data using a unidirectional variational model[J]. IEEE transactions on geoscience and remote sensing, 2011, 49(8): 2924-2935.
[20] 刘长波. 基于稀疏表示和频域方向滤波的图像雨雪去除算法[D]. 天津: 天津大学, 2014: 26-27.
LIU Changbo. Sparse coding and frequency domain directional filtering based Image rain and snow removal[D]. Tianjin: Tianjin University, 2014: 26-27.
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