Perceptual quality assessment of video considering both frame rate and quantization artifacts

IEEE Transactions on Circuits and Systems for Video Technology

Volumn 21, Issue 3, 2011, Pages 286-298

  Ou, Yen Fu ^a   Ma, Zhan ^a   Liu, Tao ^b   Wang, Yao ^a  

^a POLYTECHNIC UNIVERSITY   (United States)

^b Dialogic Research Inc   (United States)

Author keywords

Content features; frame rate; scalable video; video quality model

Indexed keywords

CONTENT FEATURES; CORRECTION FACTORS; DATA SETS; FRAME RATE; MEAN OPINION SCORES; MODEL YIELDS; PEAK SIGNAL-TO-NOISE RATIO; PEARSON CORRELATION; PERCEPTUAL QUALITY; QUANTIZATION EFFECTS; SCALABLE VIDEO; SIGMOID FUNCTION; SPATIAL QUALITY; SUBJECTIVE TESTS; VIDEO QUALITY MODEL;

CORRELATION METHODS; SIGNAL TO NOISE RATIO;

EXPONENTIAL FUNCTIONS;

EID: 79953053723     PISSN: 10518215     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCSVT.2010.2087833     Document Type: Article

References (23)

1. J. Y. C. Chen and J. E. Thropp, "Review of low frame rate effects on human performance," IEEE Trans. Syst., Man Cybern., vol. 37, no. 6, pp. 1063-1076, Nov. 2007. (Pubitemid 350130844)
2. Y. Wang, S.-F. Chang, and A. Loui, "Subjective preference of spatio-temporal rate in video adaptation using multi-dimensional scalable coding," in Proc. ICME04, vol. 3. Jun. 2004, pp. 1719-1722. (Pubitemid 40063384)
3. G. Yadavalli, M. Masry, and S. S. Hemami, "Frame rate preference in low bit rate video," in Proc. ICIP, vol. 1. Nov. 2003, pp. 441-444.
4. J. McCarthy, M. A. Sasse, and D. Miras, "Sharp or smooth: Comparing the effects of quantization vs. frame rate for streamed video," in Proc. ACM CHI Hum. Factors Comput. Syst., Apr. 2004, pp. 535-542.
5. Z. Lu, W. Lin, B. C. Seng, S. Kato, S. Yao, E. Ong, and X. K. Yang, "Measuring the negative impact of frame dropping on perceptual visual quality," in Proc. SPIE Hum. Vision Electron. Imaging, vol. 5666. Jan. 2005, pp. 554-562. (Pubitemid 40949048)
6. K.-C. Yang, C. C. Guest, K. El-Maleh, and P. K. Das, "Perceptual temporal quality metric for compressed video," IEEE Trans. Multimedia, vol. 9, no. 7, pp. 1528-1535, Nov. 2007.
7. H.-T. Quan and M. Ghanbari, "Temporal aspect of perceived quality of mobile video broadcasting," IEEE Trans. Broadcast., vol. 54, no. 3, pp. 641-651, Sep. 2008.
8. R. Feghali, D. Wang, F. Speranza, and A. Vincent, "Video quality metric for bit rate control via joint adjustment of quantization and frame rate," IEEE Trans. Broadcast., vol. 53, no. 1, pp. 441-446, Mar. 2007. (Pubitemid 46376087)
9. S. H. Jin, C. S. Kim, D. J. Seo, and Y. M. Ro, "Quality measurement modeling on scalable video applications," in Proc. IEEE Workshop Multimedia Signal Process., Oct. 2007, pp. 131-134.
10. E. Ong, X. Yang, W. Lin, Z. Lu, and S. Yao, "Perceptual quality metric for compressed videos," in Proc. ICASSP, vol. 2. Mar. 2005, pp. 581-584.
11. JVT FTP Site [Online]. Available: http://wftp3.itu.int/av-arch/jvt-site/
12. Joint Scalable Video Model, document JVT-X202.doc, Joint Video Team (JVT) of ISO/IEC MPEG and ITU-T VCEG, Jul, 2007.
13. M. H. Pinson and S. Wolf, "Techniques for evaluating objective video quality models using overlapping subjective data sets," NTIA, Washington D.C., Tech. Rep. TR-09-457, Nov. 2008.
14. Subjective Video Quality Assessment Methods for Multimedia Applications, ITU-R Rec. P.910, 1999.
15. Methodology for the Subjective Assessment of the Quality of Television Pictures, ITU-R Rec. BT.500-11, 2002.
16. Y.-F. Ou, T. Liu, Z. Zhao, Z. Ma, and Y. Wang, "Modeling the impact of frame rate on perceptual quality of video," in Proc. ICIP, Oct. 2008, pp. 689-692.
17. S. Wolf and M. Pinson, "Video quality measurement techniques," NTIA, Washington D.C., Tech. Rep. 02-392, Jun. 2002.
18. Z. Wang, A. C. Bovik, H. R. Sheikh, and E. P. Simoncelli, "Image quality assessment: From error visibility to structural similarity," IEEE Trans. Image Process., vol. 13, no. 4, pp. 600-612, Apr. 2004.
19. G. Zhai, J. Cai, W. Lin, X. Yang, W. Zhang, and M. Etoh, "Cross-dimensional perceptual quality assessment for low bit-rate videos," IEEE Trans. Multimedia, vol. 10, no. 7, pp. 1316-1324, Nov. 2008.
20. S. Jeannin and A. Divarakan, "MPEG-7 visual motion descriptors," IEEE Trans. Circuits Syst. Video Technol., vol. 11, no. 6, pp. 720-724, Jun. 2001.
21. P. McCullagh and J. A. Nelder, Generalized Linear Models. New York: Chapman and Hall, 1990.
22. B. S. Manjunath and W. Y. Ma, "Texture features for browsing and retrieval of image data," IEEE Trans. Pattern Anal. Mach. Intell., vol. 18, no. 8, pp. 837-842, Aug. 1996. (Pubitemid 126772825)
23. P. D. Kovesi, "MATLAB and octave functions for computer vision and image processing," School of Computer Science and Software Engineering, University of Western Australia, Crawley Western Australia, Australia [Online]. Available: http://www.csse.uwa.edu.au/pk/research/matlabfns/