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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Опубликовано в::	IEEE Transactions on fuzzy systems 9, 1 (2001).
Главный автор:	Qilian Liang
Формат:	Статья
Язык:	English
Предметы:	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.