Application of probability filter to signal processing problems

Application of probability filter to signal processing problems

A method of signal filtering based on the maximum likelihood principle is presented. This method provides elimination of random distortions caused by noises, conserving local specific features of the signal. The concept of probability filtering ensures processing of both discrete and piecewise-conti...

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Veröffentlicht in:Pattern recognition and image analysis 2006-07, Vol.16 (3), p.478-485
Hauptverfasser: Vetrov, D P, Kropotov, D A
Format: Artikel
Sprache:eng
Schlagworte:
Distortion
Electric noise
Filtering
Filtration
Image analysis
Noise
Pattern recognition
Signal processing
Signal to noise ratio
Studies
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Zusammenfassung:A method of signal filtering based on the maximum likelihood principle is presented. This method provides elimination of random distortions caused by noises, conserving local specific features of the signal. The concept of probability filtering ensures processing of both discrete and piecewise-continuous signals.
ISSN:1054-6618
1555-6212
DOI:10.1134/S1054661806030151