Towards a general parametric model for perceptual video quality estimation

IEEE Transactions on Broadcasting

Volumn 59, Issue 4, 2013, Pages 569-579

  Joskowicz, Jose ^a   Sotelo, Rafael ^b   Ardao, J Carlos Lopez ^c  

^a UNIVERSIDAD DE LA REPÚBLICA   (Uruguay)

^b UNIVERSIDAD DE MONTEVIDEO   (Uruguay)

^c UNIVERSITY OF VIGO   (Spain)

Author keywords

Video perceptual quality; video quality parametric models; video signal processing

Indexed keywords

DISPLAY RESOLUTIONS; PARAMETRIC MODELING; PARAMETRIC MODELS; PERCEPTUAL VIDEO QUALITY; VIDEO CLIPS; VIDEO CONTENTS; VIDEO PERCEPTUAL QUALITIES; VIDEO QUALITY ESTIMATIONS;

INFORMATION ANALYSIS; PACKET LOSS; SIGNAL PROCESSING; VIDEO RECORDING; VIDEO SIGNAL PROCESSING;

MODELS;

EID: 84890569475     PISSN: 00189316     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBC.2013.2277951     Document Type: Article

References (37)

1. S. Winkler and P. Mohandas, "The evolution of video quality measurement: From PSNR to hybrid metrics," IEEE Trans. Broadcast., vol. 54, no. 3, pp. 660-668, Sep. 2008.
2. Objective Perceptual Video Quality Measurement Techniques for Digital Cable Television in the Presence of a Full Reference, Rec. ITU-T J.144, Feb. 2004.
3. Objective Perceptual Multimedia Video Quality Measurement in the Presence of a Full Reference, Rec. ITU-T J.247, Aug. 2008.
4. Perceptual Visual Quality Measurement Techniques for Multimedia Services Over Digital Cable Television Networks in ihe Presence of a Reduced Bandwidth Reference, Rec. ITU-T J.246, Aug. 2008.
5. Perceptual Video Quality Measurement Techniques for Digital Cable Television in the Presence of a Reduced Reference, Rec. ITU-T J.249, Jan. 2010.
6. Opinion Model for Video-Telephony Applications, Rec. ITU-T G.1070, Apr. 2007.
7. The E-model, a computational model for use in transmission planning, Rec. ITU-T G.107, Mar. 2005.
8. K. Yamagishi and T. Hayashi, "Opinion model for estimating video quality of videophone services," in Proc. IEEE Global Telecommun. Conf., 2006, pp. 1-5.
9. T. Hayashi, K. Yamagishi, T. Tominaga, and A. Takahashi, "Multimedia quality integration function for videophone services," in Proc. IEEE Global Telecommun. Conf., 2007, pp. 2735-2739. (Pubitemid 351259503)
10. K. Yamagishi and T. Hayashi, "Video quality estimation apparatus, method, and program," U.S. Patent US2010/0284295 A1, Nov. 11, 2010.
11. B. Belmudez and S. Möoller, "Extension of the G.1070 video quality function for the MPEG2 video codec," in Proc. 2nd Int. Workshop QoMEX, 2010.
12. K. Yamagishi and T. Hayashi, "Parametric packet-layer model for monitoring video quality of IPTV services," in Proc. IEEE ICC, 2008.
13. F. You, W. Zhang, and J. Xiao, "Packet loss pattern and parametric video quality model for IPTV," in Proc. IEEE/ACIS 8th Int. Conf. Comput. Inf. Sci., 2009.
14. A. Raake, M. N. Garcia, S. Moller, J. Berger, F. Kling, P. List, and J. H. Johann, "T-V-model: Parameter-based prediction of IPTV quality," in Proc. IEEE ICASSP, 2008.
15. A. Raake, M. N. Garcia, and S. Moller, "Audio-visual quality estimation," U.S. Patent US2009/0244289 A1, Oct. 1, 2009.
16. M. N. Garcia, A. Raake, and P. List, "Towards content-related features for parametric video quality prediction of IPTV services," in Proc. ICASSP, 2008, pp. 757-760.
17. M.-N. Garcia, R. Schleicher, and A. Raake, "Towards a content-based parametric video quality model for IPTV," in Proc. 3rd Int. Workshop PQS, 2010, pp. 20-25.
18. S. Argyropoulos, A. Raake, M.-N Garcia, and P. List, "No-reference bit stream model for video quality assessment of H.264/AVC video based on packet loss visibility," in Proc. IEEE ICASSP, 2011, pp. 1169-1172.
19. H. Koumaras, A. Kourtis, D. Martakos, and J. Lauterjung, "Quantified PQoS assessment based on fast estimation of the spatial and temporal activity level," Multimedia Tools Appl., vol. 34, no. 3, pp. 355-374, Sep. 2007. (Pubitemid 47150850)
20. J. Lauterjung, "Picture quality measurement," in Proc. IBC, 1998, pp. 413-417.
21. J. Joskowicz and J. Carlos Ĺopez Ardao, "A parametric model for perceptual video quality estimation," Telecommun. Syst., Springer Spl. Issue Quality Exp. Issues Multimedia Provision, vol. 49, no. 1, pp. 49-62, Jan. 2012.
22. M. Ries, C. Crespi, O. Nemethova, and M. Rupp, "Content based video quality estimation for H.264/AVC video streaming," in Proc. WCNC, 2007, pp. 2668-2673.
23. J. Gustafsson, G. Heikkil̈a, and M. Pettersson, "Measuring multimedia quality in mobile networks with an objective parametric model," in Proc. IEEE ICIP, 2008, pp. 405-408.
24. J. Gustafsson, G. Heikkilä, M. Pettersson, and X. Tan, "Method of determining video quality," U.S. Patent 2010/0008241 A1, Jan. 14, 2010.
25. A. Khan, L. Sun, and E. Ifeachor, "Content-based video quality prediction for MPEG4 video streaming over wireless networks," J. Multimedia, vol. 4, no. 4, pp. 228-239, Aug. 2009.
26. H. Koumaras, F. Liberal, J. O. Fajardo, I. Taboada, J. Lauterjung, I. Gkika, J. Putty, M. Sidibe, I.-H. Mkwawa, A. Khan, M. Goudarzi, E. Jammeh, L. Sun, and E. Ifeachor, "ADAMANTIUM: Adaptative management of media distribution based on satisfaction oriented user modelling. D4.1-voice and video quality perceptual models," Information and Communication Technologies. Contract No. 214751.
27. A. Khan, L. Sun, and E. Ifeachor, "QoE prediction model and its application in video quality adaptation over UMTS networks," IEEE Trans. Multimedia, vol. 14, no. 2, pp. 431-442, Apr. 2012.
28. Q. Huynh-Thu and M. Ghanbari, "Temporal aspect of perceived quality in mobile video broadcasting," IEEE Trans. Broadcast., vol. 54, no. 3, pp. 641-651, Sep. 2008.
29. Y.-F. Ou, Z. Ma, T. Liu, and Y. Wang, "Perceptual quality assessment of video considering both frame rate and quantization artifacts," IEEE Trans. Circuits Syst. Video Technol., vol. 21, no. 3, pp. 286-298, Mar. 2011
30. J. Joskowicz and J. C. Ĺopez Ardao, "Combining the effects of frame rate, bit rate, display size and video content in a parametric video quality model," in Proc. LANC, 2011, pp. 4-11.
31. VQEG phase I test sequences. [Online]. Available: ftp://vqeg.its.bldrdoc. gov/SDTV/VQEG PhaseI/TestSequences/Reference/
32. Video quality metric (VQM) software. [Online]. Available: www.its. bldrdoc.gov/n3/video/vqmsoftware.htm
33. M. H. Pinson and S. Wolf, "A new standardized method for objectively measuring video quality," IEEE Trans. Broadcast., vol. 50, no. 3, pp. 312-322, Sep. 2004.
34. Video Quality Experts Group, Validation of Reduced-Reference and No-Reference Objective Models for Standard Definition Television, Phase 1, Final Rep., 2009.
35. S. Chikkerur, V. Sundaram, M. Reisslein, and L. J. Karam, "Objective video quality assessment methods: A classification, review, and performance comparison," IEEE Trans. Broadcast., vol. 57, no. 2, pp. 165-182, Jun. 2011.
36. S. Wolf and M. H. Pinson, "Low bandwidth reduced reference video quality monitoring system," in Proc. 1st Int. Workshop Video Process. Quality Metrics, 2005.
37. Methodology for the Subjective Assessment of the Quality of Television Pictures, Rec. ITU-R BT.500-11, Jun. 2002.