Analysis of GMM by a Gaussian Wavelet transform

被引:2
|
作者
Tsukakoshi, Kiyoshi [1 ]
Ida, Kenichi [2 ]
机构
[1] Ashikaga Inst Technol, Dept Syst & Informat Engn, Ashikaga City, Tochigi, Japan
[2] Maebashi Inst Technol, Dept Syst & Informat Engn, Maebashi, Gunma, Japan
关键词
G M M; Gaussian Wavelet; Mixture Distribution; Power spectrum;
D O I
10.1016/j.procs.2012.01.087
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The problem of GMM is applied to various fields, such as analysis of biometrics, the voice model in speech recognition, and picture information, and noise removal. A location parameter expresses a position and a scale parameter expresses a measure. A density function with a location parameter and a scale parameter is called location scale density function. A normal distribution is a location scale density function which makes an average a location parameter and has standard deviation as a scale parameter. Wavelet analysis is investigating a relation with an observation signal using a scale parameter and a transformer rate. The analysis of GMM which is a statistics model expressed by linear combination of a gauss basis function is tried using Wavelets Analysis.
引用
收藏
页码:467 / 472
页数:6
相关论文
共 50 条
  • [41] DISPARITY ANALYSIS - A WAVELET TRANSFORM APPROACH
    DJAMDJI, JP
    BIJAOUI, A
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1995, 33 (01): : 67 - 76
  • [42] Analysis of a turbulent wake by the wavelet transform
    Nippon Kikai Gakkai Ronbunshu B Hen, 587 (2409-2417):
  • [43] Texture Analysis using Wavelet Transform
    Mishra, Vinay Priy
    ADCAIJ-ADVANCES IN DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE JOURNAL, 2021, 10 (01): : 5 - 13
  • [44] Detection of central positions of noisy rounded square function using modified Haar wavelet transform and Haar-Gaussian wavelet transform
    Song, FJ
    Yu, L
    Jutamulia, S
    OPTICAL ENGINEERING, 2000, 39 (05) : 1190 - 1193
  • [45] The instrument of wavelet transform for signal analysis
    Qin, SR
    PROCEEDINGS OF THE FIRST INTERNATIONAL SYMPOSIUM ON INSTRUMENTATION SCIENCE AND TECHNOLOGY, 1999, : 376 - 384
  • [46] Wavelet transform based HRV analysis
    German-Sallo, Zoltan
    7TH INTERNATIONAL CONFERENCE INTERDISCIPLINARITY IN ENGINEERING (INTER-ENG 2013), 2014, 12 : 105 - 111
  • [47] Ribosomal DNA Analysis by Wavelet Transform
    Maggi, Norbert
    Arrigo, Patrizio
    Ruggiero, Carmelina
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE OF NUMERICAL ANALYSIS AND APPLIED MATHEMATICS 2014 (ICNAAM-2014), 2015, 1648
  • [48] Wavelet transform for analysis of molecular dynamics
    Askar, A
    Cetin, AE
    Rabitz, H
    JOURNAL OF PHYSICAL CHEMISTRY, 1996, 100 (49): : 19165 - 19173
  • [49] Stratigraphy Using Wavelet Transform Analysis
    Sunjay
    STRATI 2013, 2014, : 809 - 814
  • [50] Analysis of PD signal by wavelet transform
    Carminati, E
    Lazzaroni, M
    IMTC/2000: PROCEEDINGS OF THE 17TH IEEE INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE: SMART CONNECTIVITY: INTEGRATING MEASUREMENT AND CONTROL, 2000, : 1081 - 1085