• DocumentCode
    2949137
  • Title

    A package tool for general-purpose signal denoising

  • Author

    Diniz, Filipe C Da C B ; Netto, Sergio L.

  • Author_Institution
    Electr. Eng. Program/COPPE, Fed. Univ. of Rio de Janeiro, Brazil
  • Volume
    5
  • fYear
    2005
  • fDate
    18-23 March 2005
  • Abstract
    This paper describes a broad package composed of signal denoising techniques in a uniform framework. The tool aims at simplifying the general tuning of the denoising techniques, by allowing complete visualization of the results and of the parameter influence on the overall performance. The methods implemented include spectral subtraction, Wiener filtering, wavelet transform, and adaptive filtering. Performance evaluation for each method can be assessed through signal-to-noise ratio, crossed correlation, and amplitude reduction criteria. Examples included illustrate the broad applicability for the package tool.
  • Keywords
    Wiener filters; adaptive filters; data visualisation; graphical user interfaces; signal denoising; wavelet transforms; GUI; Wiener filtering; adaptive filtering; amplitude reduction criteria; crossed correlation; denoising parameter effect visualization; general-purpose signal denoising tool package; signal denoising toolbox; signal-to-noise ratio; spectral subtraction; wavelet transform; Adaptive filters; Noise reduction; Packaging; Signal denoising; Signal to noise ratio; Software packages; Tin; Visualization; Wavelet transforms; Wiener filter;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-8874-7
  • Type

    conf

  • DOI
    10.1109/ICASSP.2005.1416368
  • Filename
    1416368