Qualitative Analysis of Video Packet Loss Concealment with Gaussian Mixtures
2006 (English)In: Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing 2006, 2006Conference paper (Refereed)
We have developed a Gaussian mixture model-based technique for the compensation of lost pixel blocks during real time transmission of video. In this paper, we pursue an argument in order to better understand how the Gaussian mixture model-based estimator works. The discussion is supported with subjective evaluations and examples. Naive viewers preferred the result of our proposed technique 72 percent of the time in comparison with the linear minimum mean square error estimator. Our scheme increases performance measured in peak signal-to-noise ratio for all the 11 standard evaluation movie clips that were used.
Place, publisher, year, edition, pages
Gaussian mixture model (GMM), error concealment, subjective evaluation
Engineering and Technology
IdentifiersURN: urn:nbn:se:liu:diva-53665DOI: 10.1109/ICASSP.2006.1660504ISBN: 1-4244-0469-XOAI: oai:DiVA.org:liu-53665DiVA: diva2:290892
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Daniel Persson, Thomas Eriksson and Per Hedelin, Qualitative Analysis of Video Packet Loss Concealment with Gaussian Mixtures, Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing 2006.