Cognitive no-reference video quality assessment for mobile streaming services

M. Torres Vega, E. Giordano, D.C. Mocanu, D. Tjondronegoro, A. Liotta

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

11 Citaten (Scopus)
221 Downloads (Pure)

Samenvatting

The evaluation of mobile streaming services, particularly in terms of delivered Quality of Experience (QoE), entails the use of automated methods (which excludes subjective QoE) that can be executed in real-time (i.e. without delaying the streaming process). This calls for lightweight algorithms that provide accurate results under considerable constraints. Starting from a low complexity no-reference objective algorithm for still images, in this work we contribute a new version that not only works for videos but, is general enough to adjust to a diverse range of video types while not significantly increasing the computational complexity. To achieve the necessary level of flexibility and computational efficiency, our method relies merely on information available at the client side and is equipped with a lightweight Artificial Neural Network which makes the algorithm independent from type of network or video. Its resource efficiency and generality make our method fit to be used in mobile streaming services. To prove the viability of our approach, we show a high level of correlation with the well-known full-reference method SSIM.
Originele taal-2Engels
TitelProceedings of the 7th International Workshop on Quality of Multimedia Experience (QoMex), 26-29 May 2015, Pilos, Messinia, Greece
Plaats van productiePiscataway
UitgeverijInstitute of Electrical and Electronics Engineers
Pagina's1-6
ISBN van elektronische versie978-1-4799-8958-4
DOI's
StatusGepubliceerd - 2015
Evenement7th International Workshop on Quality of Multimedia Experience (QoMEX 2015), May 26-29, 2015, Costa Navarino, Messinia, Greece - Costa Navarino, Messinia, Griekenland
Duur: 26 mei 201529 mei 2015
http://i-guide.org/

Workshop

Workshop7th International Workshop on Quality of Multimedia Experience (QoMEX 2015), May 26-29, 2015, Costa Navarino, Messinia, Greece
Verkorte titelQoMEX 2015
LandGriekenland
StadCosta Navarino, Messinia
Periode26/05/1529/05/15
Ander7th International Workshop on Quality of Multimedia Experience (QoMex)
Internet adres

Vingerafdruk Duik in de onderzoeksthema's van 'Cognitive no-reference video quality assessment for mobile streaming services'. Samen vormen ze een unieke vingerafdruk.

Citeer dit