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