MPEG VBR video traffic modeling and classification using fuzzy technique.

MPEG VBR video traffic modeling and classification using fuzzy technique.

We present an approach for MPEG variable bit rate (VBR) video modeling and classification using fuzzy techniques. We demonstrate that a type-2 fuzzy membership function, i.e., a Gaussian MF with uncertain variance, is most appropriate to model the log-value of I/P/B frame sizes in MPEG VBR video. Th...

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Dettagli Bibliografici
Pubblicato in:IEEE Transactions on fuzzy systems 9, 1 (2001).
Autore principale: Qilian Liang
Natura: Articolo
Lingua:English
Soggetti:
Bayesian classifier.
Gaussian membership function.
MPEG VBR video traffic.
Antecedent membership functions.
Compressed data.
Fuzzy c-means method.
Fuzzy technique.
Log-value.
Steepest descent algorithm.
Type-2 fuzzy logic classifiers.
Type-2 fuzzy membership function.
Type-2 fuzzy set.