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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Bibliographic Details
Published in:IEEE Transactions on fuzzy systems 9, 1 (2001).
Main Author: Qilian Liang
Format: Article
Language:English
Subjects:
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.