THE REPRODUCING KERNEL HILBERT SPACE BASED ON WAVELET TRANSFORM

被引:0
|
作者
Deng, Cai-Xia [1 ]
Li, Shuai [1 ]
Fu, Zuo-Xian [1 ]
机构
[1] Harbin Univ Sci & Technol, Appl Sci Coll, Harbin 150080, Peoples R China
关键词
Wavelet; Wavelet transform; Reproducing kernel; REPRESENTATION;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, the explicit and analytic expression of the reproducing kernel function for the image space of the wavelet transform is obtained based on the fact that the image space of wavelet transform is a reproducing kernel Hilbert space. Here we describe in detail the reproducing kernel and structure of this space when the scale factor is fixed. This provides the theoretic basis for discussing the image space of general wavelet transform and broadens the scope of application of the reproducing kernel space theories.
引用
收藏
页码:370 / 374
页数:5
相关论文
共 50 条
  • [21] An explicit construction of a reproducing Gaussian kernel Hilbert space
    Xu, Jian-Wu
    Pokharel, Puskal P.
    Jeong, Kyu-Hwa
    Principe, Jose C.
    2006 IEEE International Conference on Acoustics, Speech and Signal Processing, Vols 1-13, 2006, : 5431 - 5434
  • [22] Fast quantile regression in reproducing kernel Hilbert space
    Songfeng Zheng
    Journal of the Korean Statistical Society, 2022, 51 : 568 - 588
  • [23] A Reproducing Kernel Hilbert Space Framework for Functional Classification
    Sang, Peijun
    Kashlak, Adam B.
    Kong, Linglong
    JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 2023, 32 (03) : 1000 - 1008
  • [24] Hyperellipsoidal Statistical Classifications in a Reproducing Kernel Hilbert Space
    Liang, Xun
    Ni, Zhihao
    IEEE TRANSACTIONS ON NEURAL NETWORKS, 2011, 22 (06): : 968 - 975
  • [25] A New Application Of Reproducing Kernel Hilbert Space Method
    Akgul, A.
    Sakar, M. Giyas
    INTERNATIONAL CONFERENCE OF NUMERICAL ANALYSIS AND APPLIED MATHEMATICS (ICNAAM 2017), 2018, 1978
  • [26] A reproducing kernel Hilbert space approach for speech enhancement
    Gauci, Oliver
    Debono, Carl J.
    Micallef, Paul
    2008 3RD INTERNATIONAL SYMPOSIUM ON COMMUNICATIONS, CONTROL AND SIGNAL PROCESSING, VOLS 1-3, 2008, : 831 - 835
  • [27] Modelling Policies in MDPs in Reproducing Kernel Hilbert Space
    Lever, Guy
    Stafford, Ronnie
    ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 38, 2015, 38 : 590 - 598
  • [28] Generalized Mahalanobis depth in the reproducing kernel Hilbert space
    Yonggang Hu
    Yong Wang
    Yi Wu
    Qiang Li
    Chenping Hou
    Statistical Papers, 2011, 52 : 511 - 522
  • [29] Step size adaptation in reproducing kernel Hilbert space
    Vishwanathan, S. V. N.
    Schraudolph, Nicol N.
    Smola, Alex J.
    JOURNAL OF MACHINE LEARNING RESEARCH, 2006, 7 : 1107 - 1133
  • [30] Sampling analysis in the complex reproducing kernel Hilbert space
    Li, Bing-Zhao
    Ji, Qing-Hua
    EUROPEAN JOURNAL OF APPLIED MATHEMATICS, 2015, 26 : 109 - 120