• 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