Title :
Prediction of perceptual quality for mobile 3D video using fuzzy inference systems
Author :
Alreshoodi, Mohammed ; Danish, Emad ; Woods, John ; Fernando, Anil ; De Alwis, Chamitha
Author_Institution :
Sch. of Comput. Sci. & Electron. Eng., Univ. of Essex, Colchester, UK
Abstract :
A predictive model for the perceptual quality of mobile 3D video is proposed and evaluated. Based on fuzzy inference systems (FIS), the model exploits application and physical layer parameters. Simulation results reflect significant prediction accuracy of the model with a correlation coefficient of 92.82% and 0.0983 root mean square error.
Keywords :
fuzzy reasoning; mean square error methods; mobile communication; video communication; FIS; correlation coefficient; fuzzy inference systems; mobile 3D video; perceptual quality; physical layer parameters; predictive model; root mean square error; Estimation; Predictive models; Quality assessment; Quality of service; Streaming media; Three-dimensional displays; Video recording;
Conference_Titel :
Consumer Electronics (ICCE), 2015 IEEE International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4799-7542-6
DOI :
10.1109/ICCE.2015.7066350
