Title :
ViQID: A No-Reference bit stream-based visual quality impairment detector
Author :
Staelens, Nicolas ; Vercammen, Nick ; Dhondt, Yves ; Vermeulen, Brecht ; Lambert, Peter ; Van de Walle, Rik ; Demeester, Piet
Author_Institution :
Dept. of Inf. Technol., Ghent Univ., Ghent, Belgium
Abstract :
In order to ensure adequate quality towards the end users at all time, video service providers are getting more interested in monitoring their video streams. Objective video quality metrics provide a means of measuring (audio)visual quality in an automated manner. Unfortunately, most of the current existing metrics cannot be used for real-time monitoring due to their dependencies on the original video sequence. In this paper we present a new objective video quality metric which classifies packet loss as visible or invisible based on information extracted solely from the captured encoded H.264/AVC video bit stream. Our results show that the visibility of packet loss can be predicted with a high accuracy, without the need for deep packet inspection. This enables service providers to monitor quality in real-time.
Keywords :
image classification; image sequences; video coding; video streaming; H.264/AVC video bit stream; deep packet inspection; no-reference bit stream-based visual quality impairment detector; objective video quality metrics; packet loss; video sequence; video service providers; video stream monitoring; Automatic voltage control; Data mining; Decision trees; Decoding; Detectors; Feature extraction; Layout; Monitoring; Streaming media; Video sequences; H.264/AVC; Impairment Detection; No-Reference; Visual Quality;
Conference_Titel :
Quality of Multimedia Experience (QoMEX), 2010 Second International Workshop on
Conference_Location :
Trondheim
Print_ISBN :
978-1-4244-6959-8
DOI :
10.1109/QOMEX.2010.5516199