Opto-Electronic Engineering, Volume. 48, Issue 11, 210299(2021)

Gauss-Lorenz hybrid prior super resolution reconstruction with mixed sparse representation

Ma Zijie1...2, Zhao Xijun1,2, Ren Guoqiang1,*, Lei Tao1, Yang Hu1 and Liu Dun1 |Show fewer author(s)
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    References(9)

    [5] [5] Fu B, Li Y, Wang X H, et al. Image super-resolution using TV priori guided convolutional network[J]. Patt Recognit Lett, 2019, 125: 780–784.

    [6] [6] Xu T, Huang T Z, Deng L J, et al. Hyperspectral image superresolution using unidirectional total variation with tucker decomposition[J]. IEEE J Select Top Appl Earth Observat Remote Sens, 2020, 13: 4381–4398.

    [7] [7] Farsiu S, Robinson M D, Elad M, et al. Fast and robust multiframe super resolution[J]. IEEE Trans Image Process, 2004, 13(10): 1327–1344.

    [9] [9] Rezayi H, Seyedin S A. Huber Markov random field for joint super resolution[C]//2017 10th Iranian Conference on Machine Vision and Image Processing (MVIP), Isfahan, Iran, 2017: 93–98.

    [10] [10] Shao Z F, Wang L, Wang Z Y, Deng J. Remote sensing image super-resolution using sparse representation and coupled sparse autoencoder[J]. IEEE J Select Top Appl Earth Observat Remote Sens, 2019, 12(8): 2663–2674.

    [11] [11] Li J, Zhou T, Wang W X, et al. Enhancement method for aviation image based on improved NSCT[C]//2020 Cross Strait Radio Science & Wireless Technology Conference (CSRSWTC), Fuzhou, China, 2020: 1–3.

    [12] [12] Li F, Xin L, Guo Y, et al. A framework of mixed sparse representations for remote sensing images[J]. IEEE Trans Geosci Remote Sens, 2017, 55(2): 1210–1221.

    [15] [15] Liu L, Huang W, Wang C, et al. SAR image super-resolution based on TV-regularization using gradient profile prior[C]//2016 CIE International Conference on Radar (RADAR), Guangzhou, China, 2016: 1–4.

    [18] [18] Liu X H, Tanaka M, Okutomi M. Noise level estimation using weak textured patches of a single noisy image[C]//2012 19th IEEE International Conference on Image Processing, Orlando, FL, USA, 2013.

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    Ma Zijie, Zhao Xijun, Ren Guoqiang, Lei Tao, Yang Hu, Liu Dun. Gauss-Lorenz hybrid prior super resolution reconstruction with mixed sparse representation[J]. Opto-Electronic Engineering, 2021, 48(11): 210299

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    Paper Information

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    Received: Sep. 15, 2021

    Accepted: --

    Published Online: Feb. 25, 2022

    The Author Email: Guoqiang Ren (renguoqiang@ioe.ac.cn)

    DOI:10.12086/oee.2021.210299

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