How to evaluate objective video quality metrics reliably

@article{Korhonen2012HowTE,
  title={How to evaluate objective video quality metrics reliably},
  author={Jari Korhonen and Nino Burini and Junyong You and Ehsan Nadernejad},
  journal={2012 Fourth International Workshop on Quality of Multimedia Experience},
  year={2012},
  pages={57-62}
}
The typical procedure for evaluating the performance of different objective quality metrics and indices involves comparisons between subjective quality ratings and the quality indices obtained using the objective metrics in question on the known video sequences. Several correlation indicators can be employed to assess how well the subjective ratings can be predicted from the objective values. In this paper, we give an overview of the potential sources for uncertainties and inaccuracies in such… CONTINUE READING

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