Paper Info
Title
Real-time video quality monitoring.
Abstract
Abstract The ITU-T Recommendation G.1070 is a standardized opinion model for video telephony applications that uses video bitrate, frame rate, and packet-loss rate to measure the video quality. However, this model was original designed as an offline quality planning tool. It cannot be directly used for quality monitoring since the above three input parameters are not readily available within a network or at the decoder. And there is a great room for the performance improvement of this quality metric. In this article, we present a real-time video quality monitoring solution based on this Recommendation. We first propose a scheme to efficiently estimate the three parameters from video bitstreams, so that it can be used as a real-time video quality monitoring tool. Furthermore, an enhanced algorithm based on the G.1070 model that provides more accurate quality prediction is proposed. Finally, to use this metric in real-world applications, we present an example emerging application of real-time quality measurement to the management of transmitted videos, especially those delivered to mobile devices.
Year
DOI
Venue
2011
10.1186/1687-6180-2011-122
EURASIP J. Adv. Sig. Proc.
Keywords
Field
DocType
G.1070,video quality monitoring,bitrate estimation,frame rate estimation,packet-loss rate estimation
Block-matching algorithm,Computer science,Real-time computing,Artificial intelligence,Video quality,Rate–distortion optimization,Video processing,Video tracking,Frame rate,Telephony,Multimedia,Machine learning,Performance improvement
Journal
Volume
Issue
ISSN
2011
122
1687-6180
Citations 
PageRank 
References 
9
0.49
16
Authors
8
Name
Order
Citations
PageRank
Tao Liu190.49
Niranjan D. Narvekar2141.03
Beibei Wang390.49
Ran Ding4110.87
Dekun Zou534228.26
Glenn L. Cash6173.06
Sitaram Bhagavathy71149.82
Jeffrey A Bloom837752.32