Electronics Optics & Control, Volume. 31, Issue 7, 48(2024)

Image Denoising Based on Improved Weighted Nuclear Norm Minimization

SHI Kaite1... SUN Haodong2, DONG Xiufen3, MA Pengge2, QI Zhaobing4, ZHANG Yaping1 and QIN Xiaoke5 |Show fewer author(s)
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  • 1[in Chinese]
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    References(11)

    [1] [1] ZUO W M,ZHANG L,SONG C W,et al.Texture enhanced image denoising via gradient histogram preservation[C]//2013 IEEE Conference on Computer Vision and Pattern Recognition.Portland:IEEE,2013:1023-1210.

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    [6] [6] ELAD M,AHARON M.Image denoising via sparse and redundant representations over learned dictionaries[J].IEEE Transactions on Image Processing,2006,15(12):3736-3745.

    [7] [7] GU S H,ZHANG L,ZUO W M,et al.Weighted nuclear norm minimization with application to image denoising[C]//2014 IEEE Conference on Computer Vision and Pattern Recognition.Columbus:IEEE,2014:2862-2869.

    [9] [9] BUADES A,COLL B,MOREL J M.A non-local algorithm for image denoising[C]//IEEE Conference on Computer Vision and Pattern Recognition (CVPR).San Diego:IEEE,2005:60-65.

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    [12] [12] DABOV K,FOI A,KATKOVNIK V,et al.Color image denoising via sparse 3D collaborative filtering with grouping constraint in luminance-chrominance space[C]//IEEE International Conference on Image Processing (ICIP).San Antonio:IEEE,2007:313-316.

    [13] [13] MAIRAL J,ELAD M,SAPIRO G.Sparse representation for color image restoration[J].IEEE Transactions on Image Processing,2008,17(1):53-69.

    [14] [14] ZHU F Y,CHEN G Y,HENG P A.From noise modeling to blind image denoising[C]//IEEE Conference on Computer Vision and Pattern Recognition(CVPR).Las Vegas:IEEE, 2016:420-429.

    [20] [20] GU S H,XIE Q,MENG D Y,et al.Weighted nuclear norm minimization and its applications to low level vision[J].International Journal of Computer Vision,2016,121:183-208.

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    SHI Kaite, SUN Haodong, DONG Xiufen, MA Pengge, QI Zhaobing, ZHANG Yaping, QIN Xiaoke. Image Denoising Based on Improved Weighted Nuclear Norm Minimization[J]. Electronics Optics & Control, 2024, 31(7): 48

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    Paper Information

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    Received: Sep. 28, 2023

    Accepted: --

    Published Online: Aug. 23, 2024

    The Author Email:

    DOI:10.3969/j.issn.1671-637x.2024.07.008

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