Comparison of parametric models for video quality estimation: Towards a general model

Author

Joskowicz, Jose ; Sotelo, Rafael ; Arado, J. Carlos Lopez

Author_Institution

Fac. de Ing., Univ. de la Republica, Montevideo, Uruguay

fYear

2012

fDate

27-29 June 2012

Firstpage

1

Lastpage

7

Abstract

This paper presents a review of parametric models for video quality estimation published by ten different authors in the last years. Each model is briefly described, and the relevant parametric formulas are presented. The performance of each model is evaluated and contrasted to the other models, using a common video clips set, in different coding and transmission scenarios, including different bit rates, frame rates and percentage of packet losses. The strengths and weaknesses of each model are remarked. Finally, some suggestions towards the development of a “general” parametric model for video quality estimation are presented.

Keywords

parameter estimation; video coding; bit rates; frame rates; general parametric model; packet losses; parametric models; video clip set; video coding; video quality estimation; Bit rate; Equations; Estimation; Integrated circuit modeling; Mathematical model; Parametric statistics; Streaming media; Video perceptual quality; Video quality parametric models codecs; Video signal processing;

fLanguage

English

Publisher

ieee

Conference_Titel

Broadband Multimedia Systems and Broadcasting (BMSB), 2012 IEEE International Symposium on

Conference_Location

Seoul

ISSN

2155-504

Print_ISBN

978-1-4673-0293-7

Electronic_ISBN

2155-504

Type

conf

DOI

10.1109/BMSB.2012.6264245

Filename

6264245