Tackling the sheer scale of subjective QoE

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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-2Engels
TitelMobile Multimedia Communications (7th International ICST Conference, MOBIMEDIA 2011, Cagliari, Italy, September 5-7, 2011, Revised Selected Papers)
RedacteurenL. Atzoni, J. Delgado, D.D. Giusto
Plaats van productieBerlin
ISBN van geprinte versie978-3-642-30418-7
StatusGepubliceerd - 2012
Evenement7th International ICST Conference Mobile Multimedia Communications (Mobimedia 2011) - Calgari, Italië
Duur: 5 sep 20117 sep 2011
Congresnummer: 7

Publicatie series

NaamLecture Notes of the Institute for Computer Sciences : Social Informatics and Telecommunications Engineering
ISSN van geprinte versie1867-8211


Congres7th International ICST Conference Mobile Multimedia Communications (Mobimedia 2011)
Verkorte titelMobimedia 2011
AnderThe 7th International ICST Conference Mobile Multimedia Communications (Mobimedia 2011)


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