Journal of Terahertz Science and Electronic Information Technology , Volume. 19, Issue 3, 490(2021)

Image deblurring based on ringing constraint with total variation regularization

YANG Zhuqing1 and XIE Hong2、*
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
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    References(18)

    [2] [2] ZHENG Hongbo,REN Liuyan,KE Lingling. Single image fast deblurring algorithm based on hyper-Laplacian model[J]. IET Image Processing, 2019,13(3):483-490.

    [3] [3] HUANG Jiazi,FENG Huajun,XU Zhihai. A robust deblurring algorithm for noisy images with just noticeable blur[J]. Optik, 2018,168(10):577-589.

    [7] [7] LYSAKER M,LUNDERVOLD A,TAI X C. Noise removal using fourth-order partial differential equation with applications to medical magnetic resonance images in space and time[J]. IEEE Transactions on Image Processing, 2003,12(12):1579-1590.

    [10] [10] MALITSKY Y,POCK T. A first order primal dual algorithm with linesearch[J]. Siam Journal on Optimization, 2018, 28(1):411-432.

    [11] [11] LIU Xinwu. Primal-dual method for hybrid regularizers-based image restoration with impulse noise[J]. Circuits System and Signal Processing, 2019,38(3):1318-1332.

    [12] [12] MOSLEH Ali,SOLA Yasser-elmi,ZARGARI Farzad. Explicit ringing removal in image deblurring[J]. Image Process, 2018, 27(2):580-593.

    [13] [13] OM Prakash,ASHISH Khare. Medical image denoising based on soft thresholding using biorthogonal multiscale wavelet transform[J]. International Journal of Image and Graphics, 2014,14(1):1011-1019.

    [16] [16] SINGH K,VISHWAKARMA D K,WALIA G S. Blind image deblurring via gradient orientation-based clustered coupled sparse dictionaries[J]. Pattern Analysis and Applications, 2019,22(2):549-558.

    [18] [18] ZHENG Hongbo,REN Liuyan,KE Lingling. Single image fast deblurring algorithm based on hyper-Laplacian model[J]. IET Image Processing, 2019,13(3):483-490.

    [20] [20] ZHENG Hongbo,REN Liuyan,KE Lingling. Single image fast deblurring algorithm based on hyper-Laplacian model[J]. IET Image Processing, 2019,13(3):483-490.

    [21] [21] HUANG Jiazi,FENG Huajun,XU Zhihai. A robust deblurring algorithm for noisy images with just noticeable blur[J]. Optik, 2018,168(10):577-589.

    [25] [25] LYSAKER M,LUNDERVOLD A,TAI X C. Noise removal using fourth-order partial differential equation with applications to medical magnetic resonance images in space and time[J]. IEEE Transactions on Image Processing, 2003,12(12):1579-1590.

    [28] [28] MALITSKY Y,POCK T. A first order primal dual algorithm with linesearch[J]. Siam Journal on Optimization, 2018, 28(1):411-432.

    [29] [29] LIU Xinwu. Primal-dual method for hybrid regularizers-based image restoration with impulse noise[J]. Circuits System and Signal Processing, 2019,38(3):1318-1332.

    [30] [30] MOSLEH Ali,SOLA Yasser-elmi,ZARGARI Farzad. Explicit ringing removal in image deblurring[J]. Image Process, 2018, 27(2):580-593.

    [31] [31] OM Prakash,ASHISH Khare. Medical image denoising based on soft thresholding using biorthogonal multiscale wavelet transform[J]. International Journal of Image and Graphics, 2014,14(1):1011-1019.

    [34] [34] SINGH K,VISHWAKARMA D K,WALIA G S. Blind image deblurring via gradient orientation-based clustered coupled sparse dictionaries[J]. Pattern Analysis and Applications, 2019,22(2):549-558.

    [36] [36] ZHENG Hongbo,REN Liuyan,KE Lingling. Single image fast deblurring algorithm based on hyper-Laplacian model[J]. IET Image Processing, 2019,13(3):483-490.

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    YANG Zhuqing, XIE Hong. Image deblurring based on ringing constraint with total variation regularization[J]. Journal of Terahertz Science and Electronic Information Technology , 2021, 19(3): 490

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    Paper Information

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    Received: Mar. 18, 2020

    Accepted: --

    Published Online: Aug. 19, 2021

    The Author Email: Hong XIE (XieHong1962hsd@yeah.net)

    DOI:10.11805/tkyda2020117

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