DocumentCode
3115856
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
fYear
2010
fDate
21-23 June 2010
Firstpage
206
Lastpage
211
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Quality of Multimedia Experience (QoMEX), 2010 Second International Workshop on
Conference_Location
Trondheim
Print_ISBN
978-1-4244-6959-8
Type
conf
DOI
10.1109/QOMEX.2010.5516199
Filename
5516199
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