Samenvatting
Maximum Likelihood Difference Scaling (MLDS) used as a method for subjective assessment of video quality alleviates the inconveniencies associated with high variation and biases common in rating methods. However, the number of tests in a MLDS study rises fairly quickly with the number of samples that we want to test. This makes the MLDS studies not scalable for the diverse video delivery environments commonly met in pervasive media networks. To tackle this issue we have developed an active learning approach that decreases the number of MLDS tests and improves the scalability of this method.
Originele taal-2 | Engels |
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Titel | Mobile Multimedia Communications (7th International ICST Conference, MOBIMEDIA 2011, Cagliari, Italy, September 5-7, 2011, Revised Selected Papers) |
Redacteuren | L. Atzoni, J. Delgado, D.D. Giusto |
Plaats van productie | Berlin |
Uitgeverij | Springer |
Pagina's | 1-15 |
ISBN van geprinte versie | 978-3-642-30418-7 |
DOI's | |
Status | Gepubliceerd - 2012 |
Evenement | 7th International ICST Conference Mobile Multimedia Communications (Mobimedia 2011) - Calgari, Italië Duur: 5 sep. 2011 → 7 sep. 2011 Congresnummer: 7 |
Publicatie series
Naam | Lecture Notes of the Institute for Computer Sciences : Social Informatics and Telecommunications Engineering |
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Volume | 79 |
ISSN van geprinte versie | 1867-8211 |
Congres
Congres | 7th International ICST Conference Mobile Multimedia Communications (Mobimedia 2011) |
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Verkorte titel | Mobimedia 2011 |
Land/Regio | Italië |
Stad | Calgari |
Periode | 5/09/11 → 7/09/11 |
Ander | The 7th International ICST Conference Mobile Multimedia Communications (Mobimedia 2011) |