1. MATHEMATICAL MODELS FOR QUALITY ANALYSIS OF MOBILE VIDEO.
- Author
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SONGQING ZHAO, HONG JIANG, CHAO LIANG, SHERIF, SHERIF, and TARRAF, AHMED
- Subjects
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VIDEOS , *VIDEO telephones , *LONG-Term Evolution (Telecommunications) , *KEY performance indicators (Management) , *IMAGE quality analysis - Abstract
With the explosive growth of mobile video applications, analysis of video quality becomes increasingly important because it is an important Key Performance Indicator (KPI) for Quality of Experience (QoE). In this paper, a framework for non-reference video quality analysis is proposed and applied to Video Telephony (VT) in LTE networks. Three metrics, blockiness, blur and freezing, are used to estimate the MOS. Blockiness is detected by taking the H.264 codec features into account, blur is estimated by utilizing the percentage of noticeable blurred edges in each frame, and freezing is evaluated by using a sigmoid function to mimic the effect of different freezing duration on the Human Visual System (HVS). Furthermore, the three metrics are combined into one objective MOS by considering different weighting factors and using the linear curve fitting. Above 90% correlation is achieved between the objective MOS score and subjective MOS score. [ABSTRACT FROM AUTHOR]
- Published
- 2016