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primary topic: Best fit models test for the virtual channel in distributed video coding

Best fit models test for the virtual channel in distributed video coding
type: AcademicArticle
type: Article
abstract: Wyner-Ziv (WZ) video coding - a particular case of distributed video coding (DVC) - is a new video coding paradigm based on two major Information Theory results: the Slepian-Wolf and Wyner-Ziv theorems. Most of the solutions available in the literature, model the correlation noise between the original frame and the so-called side information by virtual channel. However most of the DVC solutions in the literature assume Laplacian distribution as noise virtual channel model, in this study we perform three goodness-of-fit tests, the Kolmogorov- Smirnov test and the Chi-Square test and log-Likelihood test to study the nature of the virtual channel. The results show that a mixture of 3 (or 4) mixture Gaussian model can best describe this virtual channel. © School of Engineering, Taylor's University.
date: 2011
volume: 6
issue: 4
is part of: Journal of Engineering Science and Technology
status: peerReviewed
status: published
author list: authors
type: EPrint
type: ArticleEPrint
is part of: repository

Journal of Engineering Science and Technology
type: Collection
issn: 18234690

S. Belhouari
type: Person
given name: S.
family name: Belhouari

A. Elamin
type: Person
given name: A.
family name: Elamin

V. Jeoti
type: Person
given name: V.
family name: Jeoti

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primary topic: Best fit models test for the virtual channel in distributed video coding