Modeling the Correlation Noise in Spatial Domain Distributed Video Coding

Nikos Deligiannis, Adrian Munteanu, Tom Clerckx, Peter Schelkens, Jan Cornelis

Abstract: The paper thoroughly validates the proposed SID model on a broad dataset, showing significant accuracy improvements over SII models. Additionally, it is theoretically demonstrated that DVC systems that make SII assumptions suffer a performance penalty depending entirely on the correlation statistics of the video data.