Novel no-reference video quality assessment metric with estimation of dynamic range distortion

Yo Han Kim, Junghyun Han, Hyuntai Kim, Jitae Shin

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Abstract

With advances in video technology, many researchers are interested in video quality assessment to prove the advantage of the developed algorithm. Since human visual system is too complex to be formulated exactly, many researches are in progressing. But, video quality assessment has not enough accuracy now. No-reference video quality assessment is suitable for various video streaming services like real-time streaming and broadcasting system, because it don't require additional network capacity for reference data to perform quality assessment. In this paper, we propose a novel no-reference video quality assessment method with estimation of dynamic range distortion. To measure the performance, we obtain Mean Opinion Score (MOS) data by subject video quality test with the ITU-T P.910 Absolute Category Rating (ACR) method. And, we compared it with proposed algorithm using 3 uncompressed, and 360 encoded video sequences. Experimental results show that suggested algorithm has a high correlation with obtained MOS.

Original languageEnglish
Title of host publicationInternational Conference on Advanced Communication Technology, ICACT
Pages1689-1692
Number of pages4
Volume2
Publication statusPublished - 2010 May 24
Externally publishedYes
Event12th International Conference on Advanced Communication Technology: ICT for Green Growth and Sustainable Development, ICACT 2010 - , Korea, Republic of
Duration: 2010 Feb 72010 Feb 10

Other

Other12th International Conference on Advanced Communication Technology: ICT for Green Growth and Sustainable Development, ICACT 2010
CountryKorea, Republic of
Period10/2/710/2/10

Keywords

  • Dynamic range distortion
  • MOS
  • No-reference video quality assessment

ASJC Scopus subject areas

  • Electrical and Electronic Engineering

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  • Cite this

    Kim, Y. H., Han, J., Kim, H., & Shin, J. (2010). Novel no-reference video quality assessment metric with estimation of dynamic range distortion. In International Conference on Advanced Communication Technology, ICACT (Vol. 2, pp. 1689-1692). [5440355]