DocumentCode :
1861866
Title :
NR objective continuous video quality assessment model based on frame quality measure
Author :
Kawayoke, Yoshikazu ; Horita, Yuukou
Author_Institution :
Grad. Sch. of Sci. & Eng., Univ. of Toyama, Toyama
fYear :
2008
fDate :
12-15 Oct. 2008
Firstpage :
385
Lastpage :
388
Abstract :
In the current paper, we suggest a new no-reference (NR) objective video quality assessment model. The proposed method can provide continuous quality values at a rate of two scores per second, according to data obtained from subjective assessment tests under the Single Stimulus Continuous Quality Evaluation (SSCQE) method. Moreover, the proposed method is based on a frame quality measure due to the fact that digital video consists of the time series of frame (still) images. Because the frame quality measure alone is not sufficient for an objective video quality assessment, it is necessary to adjust the frame quality value to the information from contents and motion respectively, such as Spatial Infornation (SI) and Temporal Infornation (TI). Our experiments using MPEG-2 coded video sequences indicate that the objective assessment scores obtained by the proposed method are in concordance with the subjective assessment scores.
Keywords :
image motion analysis; image sequences; time series; video signal processing; MPEG-2 coded video sequences; frame quality measure; no-reference objective video quality assessment model; single stimulus continuous quality evaluation method; spatial information; temporal information; time series; Brightness; Computerized monitoring; Distortion measurement; Filtering; Image databases; Pixel; Quality assessment; Quality of service; Testing; Video sequences; MPEG-2; SSCQE; no-reference (NR); video quality assessment;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing, 2008. ICIP 2008. 15th IEEE International Conference on
Conference_Location :
San Diego, CA
ISSN :
1522-4880
Print_ISBN :
978-1-4244-1765-0
Electronic_ISBN :
1522-4880
Type :
conf
DOI :
10.1109/ICIP.2008.4711772
Filename :
4711772
Link To Document :
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