Semiconductor Optoelectronics, Volume. 42, Issue 6, 923(2021)

Intelligent Restoration and Detection Method of Monitoring Image Based on GAN and CNN-ELM

WANG Chuanping1... YANG Xiaoli1, WANG Xiaolei1, WU Rong1 and XIONG Yongping2 |Show fewer author(s)
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    References(5)

    [4] [4] Pathak D, Krahenbuhl P, Donahue J, et al. Context encoders: feature learning by inpainting[C]// Proc. of the IEEE Conf. on Computer Vision and Pattern Recognition, 2016: 2536-2544.

    [5] [5] Yeh R A, Chen C, Yian Lim T, et al. Semantic image inpainting with deep generative models[C]// Proc. of the IEEE Conf. on Computer Vision and Pattern Recognition, 2017: 5485-5493.

    [6] [6] Xiong W, Yu J, Lin Z M, et al. Foreground-aware image inpainting [C]// Proc. of the IEEE Conf. on Computer Vision and Pattern Recognition, 2019: 5840-5848.

    [7] [7] Yu J, Lin Z, Yang J, et al. Generative image inpainting with contextual attention[C]// Proc. of IEEE Conf. on Conputer Vision and Pattern Recognition, 2018: 5505-5514.

    [8] [8] Liu G, Reda A, Shih K, et al. Image inpaintng for irregular holes using partial convolutions[J]. ACM Trans. on Graphics, 2018, 9(3): 37-51.

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    WANG Chuanping, YANG Xiaoli, WANG Xiaolei, WU Rong, XIONG Yongping. Intelligent Restoration and Detection Method of Monitoring Image Based on GAN and CNN-ELM[J]. Semiconductor Optoelectronics, 2021, 42(6): 923

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    Paper Information

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    Received: Aug. 24, 2021

    Accepted: --

    Published Online: Feb. 14, 2022

    The Author Email:

    DOI:10.16818/j.issn1001-5868.2021082402

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