Two dimensional quaternion valued singular spectrum analysis with application to image denoising

被引：0
|
作者：
Lin, Yuxin [1 ]
Ling, Bingo Wing-Kuen [1 ]
Xu, Nuo [1 ]
Zhou, Xueling [1 ]
机构：
[1] Faculty of Information Engineering, Guangdong University of Technology, Guangzhou,510006, China
来源：
Journal of the Franklin Institute | 2022年 / 359卷 / 08期
关键词：
25;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：3808 / 3830
相关论文
共 50 条
  • [1] Two dimensional quaternion valued singular spectrum analysis with application to image denoising
    Lin, Yuxin
    Ling, Bingo Wing-Kuen
    Xu, Nuo
    Zhou, Xueling
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2022, 359 (08): : 3808 - 3830
  • [2] Hyperspectral Image Enhancement by Two Dimensional Quaternion Valued Singular Spectrum Analysis for Object Recognition
    Lin, Yuxin
    Ling, Bingo Wing-Kuen
    Hu, Lingyue
    Zheng, Yiting
    Xu, Nuo
    Zhou, Xueling
    Wang, Xinpeng
    REMOTE SENSING, 2021, 13 (03) : 1 - 22
  • [3] Image super resolution via combination of two dimensional quaternion valued singular spectrum analysis based denoising, empirical mode decomposition based denoising and discrete cosine transform based denoising methods
    Cheng, Yingdan
    Ling, Bingo Wing-Kuen
    Lin, Yuxin
    Huang, Ziyin
    Chan, Yui-Lam
    MULTIMEDIA TOOLS AND APPLICATIONS, 2023, 82 (15) : 22705 - 22722
  • [4] Image super resolution via combination of two dimensional quaternion valued singular spectrum analysis based denoising, empirical mode decomposition based denoising and discrete cosine transform based denoising methods
    Yingdan Cheng
    Bingo Wing-Kuen Ling
    Yuxin Lin
    Ziyin Huang
    Yui-Lam Chan
    Multimedia Tools and Applications, 2023, 82 : 22705 - 22722
  • [5] Quaternion Wavelet Analysis and Application in Image Denoising
    Yin, Ming
    Liu, Wei
    Shui, Jun
    Wu, Jiangmin
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2012, 2012
  • [6] Quaternion Singular Spectrum Analysis of Electroencephalogram With Application in Sleep Analysis
    Enshaeifar, Shirin
    Kouchaki, Samaneh
    Took, Clive Cheong
    Sanei, Saeid
    IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2016, 24 (01) : 57 - 67
  • [7] GPR Image Decomposition Using Two Dimensional Singular Spectrum Analysis
    Vuksanovic, Branislav
    ISPA 2015 9TH INTERNATIONAL SYMPOSIUM ON IMAGE AND SIGNAL PROCESSING AND ANALYSIS, 2015, : 288 - 293
  • [8] Wavelet Analysis and Its Application in Denoising the Spectrum of Hyperspectral Image
    Zhou Dan
    Wang Qin-jun
    Tian Qing-jiu
    Lin Qi-zhong
    Fu Wen-xue
    SPECTROSCOPY AND SPECTRAL ANALYSIS, 2009, 29 (07) : 1941 - 1945
  • [9] Sleeping stage classification based on joint quaternion valued singular spectrum analysis and ensemble empirical mode decomposition
    Huang, Zuo
    Ling, Bingo Wing-Kuen
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2022, 71
  • [10] EFFICIENT ALGORITHM TO IMPLEMENT SLIDING SINGULAR SPECTRUM ANALYSIS WITH APPLICATION TO BIOMEDICAL SIGNAL DENOISING
    Saeed, Muzammil
    Took, Clive Cheong
    Alty, Stephen R.
    2020 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2020, : 1026 - 1029
12345