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
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