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
Link To Document :
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