DocumentCode :
514456
Title :
Novel no-reference video quality assessment metric with estimation of dynamic range distortion
Author :
Kim, Yo-Han ; Han, Junghyun ; Kim, Hyuntai ; Shin, Jitae
Author_Institution :
Sch. of Inf. & Commun. Eng., Sungkyunkwan Univ., Suwon, South Korea
Volume :
2
fYear :
2010
fDate :
7-10 Feb. 2010
Firstpage :
1689
Lastpage :
1692
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.
Keywords :
image sequences; video coding; video streaming; ITU-T P.910 ACR method; ITU-T P.910 Absolute Category Rating method; MOS data; broadcasting system; dynamic range distortion estimation; encoded video sequences; human visual system; mean opinion score; no-reference video quality assessment metric; real-time streaming; uncompressed video sequences; video quality test; video streaming services; Broadcasting; Distortion measurement; Dynamic range; Humans; Multimedia communication; Quality assessment; Real time systems; Streaming media; Testing; Visual system; Dynamic range distortion; MOS; No-reference video quality assessment;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advanced Communication Technology (ICACT), 2010 The 12th International Conference on
Conference_Location :
Phoenix Park
ISSN :
1738-9445
Print_ISBN :
978-1-4244-5427-3
Type :
conf
Filename :
5440355
Link To Document :
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