TY - JOUR JF - Journal of Engineering Science and Technology AV - none ID - scholars1980 UR - https://www.scopus.com/inward/record.uri?eid=2-s2.0-80051514389&partnerID=40&md5=ed95f548283051f97fadcf8831f4c4dd SN - 18234690 VL - 6 TI - Best fit models test for the virtual channel in distributed video coding EP - 492 SP - 481 IS - 4 N2 - 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. A1 - Elamin, A. A1 - Jeoti, V. A1 - Belhouari, S. Y1 - 2011/// N1 - cited By 1 ER -