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Exploiting quantization and spatial correlation in virtual-noise modeling for distributed video coding

delete2010-10-01
delete11
PRE
AI
J
Jozef Škorupa *
S
Stefaan Mys
N
Nikos Deligiannis
J
Jan De Cock
P
Peter Lambert
A
Adrian Munteanu
R
Rik Van de Walle
DOI:10.1016/j.image.2010.05.005delete
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摘要

摘要

En 中文
Aiming for low complexity encoding video coders based on Wyner-Ziv theory are still unsuccessfully trying to match the performance of predictive video coders One of the most important factors concerning the coding performance of distributed coders is modeling and estimating the correlation between the original video signal and its temporal prediction generated at the decoder One of the problems of the state of the art correlation estimators is that their performance is not consistent across a wide range of video content and different coding settings To address this problem we have developed a correlation model able to adapt to changes in the content and the coding parameters by exploiting the spatial correlation of the video signal and the quantization distortion In this paper we describe our model and present experiments showing that our model provides average bit rate gains of up to 12% and average PSNR gains of up to 0 5 dB when compared to the state of the-art models The experiments suggest that the performance of distributed coders can be significantly improved by taking video content and coding parameters into account (c) 2010 Elsevier B V All rights reserved
Keyword:
Context adaptive
Distributed video coding
Virtual noise modeling
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期刊

S
Signal Processing and Image Communication
IF:
2.7
论文数:
2.8K
被引数:
4.2K

机构

G
Ghent University
学者数:
5.2W
论文数: 4.5W
被引数: 5.5W
V
Vrije Universiteit Brussel
学者数:
1.4W
论文数: 1.3W
被引数: 129
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