Modeling the Correlation Noise in Spatial Domain Distributed Video Coding

Modeling the Correlation Noise in Spatial Domain Distributed Video Coding

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...

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Bibliographische Detailangaben
Hauptverfasser: Deligiannis, N., Munteanu, A., Clerckx, T., Schelkens, P., Cornelis, J.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Additive noise
Codecs
Context modeling
Data compression
Decoding
Informatics
Laplace equations
Motion estimation
Statistics
Video coding
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Beschreibung
Zusammenfassung: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.
ISSN:1068-0314
2375-0359
DOI:10.1109/DCC.2009.37