Hybrid video quality prediction: reviewing video quality measurement for widening application scope

Verfasser / Beitragende:
[Marcus Barkowsky, Iñigo Sedano, Kjell Brunnström, Mikołaj Leszczuk, Nicolas Staelens]
Ort, Verlag, Jahr:
2015
Enthalten in:
Multimedia Tools and Applications, 74/2(2015-01-01), 323-343
Format:
Artikel (online)
ID: 605446822
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024 7 0 |a 10.1007/s11042-014-1978-2  |2 doi 
035 |a (NATIONALLICENCE)springer-10.1007/s11042-014-1978-2 
245 0 0 |a Hybrid video quality prediction: reviewing video quality measurement for widening application scope  |h [Elektronische Daten]  |c [Marcus Barkowsky, Iñigo Sedano, Kjell Brunnström, Mikołaj Leszczuk, Nicolas Staelens] 
520 3 |a A tremendous number of objective video quality measurement algorithms have been developed during the last two decades. Most of them either measure a very limited aspect of the perceived video quality or they measure broad ranges of quality with limited prediction accuracy. This paper lists several perceptual artifacts that may be computationally measured in an isolated algorithm and some of the modeling approaches that have been proposed to predict the resulting quality from those algorithms. These algorithms usually have a very limited application scope but have been verified carefully. The paper continues with a review of some standardized and well-known video quality measurement algorithms that are meant for a wide range of applications, thus have a larger scope. Their individual artifacts prediction accuracy is usually lower but some of them were validated to perform sufficiently well for standardization. Several difficulties and shortcomings in developing a general purpose model with high prediction performance are identified such as a common objective quality scale or the behavior of individual indicators when confronted with stimuli that are out of their prediction scope. The paper concludes with a systematic framework approach to tackle the development of a hybrid video quality measurement in a joint research collaboration. 
540 |a The Author(s), 2014 
690 7 |a Video quality assessment  |2 nationallicence 
690 7 |a Human visual system  |2 nationallicence 
690 7 |a Hybrid model development  |2 nationallicence 
690 7 |a Perceptual indicators  |2 nationallicence 
690 7 |a Quality of Experience  |2 nationallicence 
700 1 |a Barkowsky  |D Marcus  |u LUNAM Université, Université de Nantes, IRCCyN UMR CNRS 6597, Rue Christian Pauc, 44306, Nantes, France  |4 aut 
700 1 |a Sedano  |D Iñigo  |u TECNALIA, ICT - European Software Institute, Parque Tecnológico de Bizkaia, Edificio 202, 48170, Zamudio, Spain  |4 aut 
700 1 |a Brunnström  |D Kjell  |u Department of Netlab, Acreo Swedish ICT AB (and Mid Sweden University), Stockholm, Sweden  |4 aut 
700 1 |a Leszczuk  |D Mikołaj  |u AGH University of Science and Technology, al. Mickiewicza 30, 30059, Kraków, Poland  |4 aut 
700 1 |a Staelens  |D Nicolas  |u Department of Information Technology, Ghent University - iMinds, Ghent, Belgium  |4 aut 
773 0 |t Multimedia Tools and Applications  |d Springer US; http://www.springer-ny.com  |g 74/2(2015-01-01), 323-343  |x 1380-7501  |q 74:2<323  |1 2015  |2 74  |o 11042 
856 4 0 |u https://doi.org/10.1007/s11042-014-1978-2  |q text/html  |z Onlinezugriff via DOI 
898 |a BK010053  |b XK010053  |c XK010000 
900 7 |a Metadata rights reserved  |b Springer special CC-BY-NC licence  |2 nationallicence 
908 |D 1  |a research-article  |2 jats 
949 |B NATIONALLICENCE  |F NATIONALLICENCE  |b NL-springer 
950 |B NATIONALLICENCE  |P 856  |E 40  |u https://doi.org/10.1007/s11042-014-1978-2  |q text/html  |z Onlinezugriff via DOI 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Barkowsky  |D Marcus  |u LUNAM Université, Université de Nantes, IRCCyN UMR CNRS 6597, Rue Christian Pauc, 44306, Nantes, France  |4 aut 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Sedano  |D Iñigo  |u TECNALIA, ICT - European Software Institute, Parque Tecnológico de Bizkaia, Edificio 202, 48170, Zamudio, Spain  |4 aut 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Brunnström  |D Kjell  |u Department of Netlab, Acreo Swedish ICT AB (and Mid Sweden University), Stockholm, Sweden  |4 aut 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Leszczuk  |D Mikołaj  |u AGH University of Science and Technology, al. Mickiewicza 30, 30059, Kraków, Poland  |4 aut 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Staelens  |D Nicolas  |u Department of Information Technology, Ghent University - iMinds, Ghent, Belgium  |4 aut 
950 |B NATIONALLICENCE  |P 773  |E 0-  |t Multimedia Tools and Applications  |d Springer US; http://www.springer-ny.com  |g 74/2(2015-01-01), 323-343  |x 1380-7501  |q 74:2<323  |1 2015  |2 74  |o 11042