Low-rank image denoising based on minimum variance estimator

被引:0
|
作者
Guo, Qiang [1 ,2 ,3 ]
Zhang, Caiming [2 ,3 ]
Zhang, Yunfeng [1 ,3 ]
Liu, Hui [1 ,3 ]
Shen, Xiaohong [1 ,3 ]
机构
[1] School of Computer Science and Technology, Shandong University of Finance and Economics, Ji'nan,250014, China
[2] School of Computer Science and Technology, Shandong University, Ji'nan,250101, China
[3] Shandong Provincial Key Laboratory of Digital Media Technology, Ji'nan,250014, China
关键词
Low rank approximations - Low-rank - Minimum variance - Minimum variance estimator - Peak signal to noise ratio - Self similarity properties - Self-similarities - Structural similarity;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:2237 / 2246
相关论文
共 50 条
  • [31] Image Denoising Using Low-Rank Dictionary and Sparse Representation
    Li, Tao
    Wang, Weiwei
    Feng, Xiangchu
    Xu, Long
    2014 TENTH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY (CIS), 2014, : 228 - 232
  • [32] Hyperspectral image denoising via low-rank matrix recovery
    Song, Huihui
    Wang, Guojie
    Zhang, Kaihua
    REMOTE SENSING LETTERS, 2014, 5 (10) : 872 - 881
  • [33] Local Low-Rank and Sparse Representation for Hyperspectral Image Denoising
    Ma, Guanqun
    Huang, Ting-Zhu
    Haung, Jie
    Zheng, Chao-Chao
    IEEE ACCESS, 2019, 7 : 79850 - 79865
  • [34] Hyperspectral Image Denoising Using Global Weighted Tensor Norm Minimum and Nonlocal Low-Rank Approximation
    Kong, Xiangyang
    Zhao, Yongqiang
    Xue, Jize
    Chan, Jonathan Cheung-Wai
    REMOTE SENSING, 2019, 11 (19)
  • [35] Low-rank approach for image nonblind deconvolution with variance estimation
    Yang, Hang
    Hu, Guosheng
    Wang, Yuqing
    Wu, Xiaotian
    JOURNAL OF ELECTRONIC IMAGING, 2015, 24 (06)
  • [36] Hyperspectral Image Denoising via Correntropy-Based Nonconvex Low-Rank Approximation
    Lin, Peizeng
    Sun, Lei
    Wu, Yaochen
    Ruan, Weiyong
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 17 : 6841 - 6859
  • [37] HYPERSPECTRAL IMAGE DENOISING USING LOW-RANK AND SPARSE MODEL BASED DEEP UNROLLING
    Zhao, Bin
    Ulfarsson, Magnus O.
    Sigurdsson, Jakob
    IGARSS 2023 - 2023 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2023, : 5818 - 5821
  • [38] A New Low-Rank Representation Based Hyperspectral Image Denoising Method for Mineral Mapping
    Gao, Lianru
    Yao, Dan
    Li, Qingting
    Zhuang, Lina
    Zhang, Bing
    Bioucas-Dias, Jose M.
    REMOTE SENSING, 2017, 9 (11):
  • [39] Hyperspectral remote sensing image denoising based on nonlocal low-rank dictionary learning
    Bo Z.
    International Journal of Multimedia and Ubiquitous Engineering, 2016, 11 (04): : 157 - 166
  • [40] HYPERSPECTRAL IMAGE DENOISING BASED ON GLOBAL AND NON-LOCAL LOW-RANK FACTORIZATIONS
    Zhuang, Lina
    Bioucas-Dias, Jose M.
    2017 24TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2017, : 1900 - 1904