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Advances in Multimedia
Volume 2012 (2012), Article ID 256130, 16 pages
http://dx.doi.org/10.1155/2012/256130
Research Article

Objective No-Reference Stereoscopic Image Quality Prediction Based on 2D Image Features and Relative Disparity

1Graduate School of Science and Engineering, University of Toyama, Toyama 930-8555, Japan
2Department of Computer Science, University of Manitoba, Winnipeg, MB, Canada R3T 2N2

Received 17 December 2011; Revised 28 February 2012; Accepted 21 March 2012

Academic Editor: Feng Wu

Copyright © 2012 Z. M. Parvez Sazzad et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. A. Kubota, A. Smolic, M. Magnor, M. Tanimoto, T. Chen, and C. Zhang, “Multiview imaging and 3DTV,” IEEE Signal Processing Magazine, vol. 24, no. 6, pp. 10–21, 2007. View at Publisher · View at Google Scholar · View at Scopus
  2. A. M. William and D. L. Bailey, “Stereoscopic visualization of scientific and medical content,” in Proceedings of the ACM SIGGRAPH 2006 Educators Program–International Conference on Computer Graphics and Interactive Techniques (SIGGRAPH '06), Boston, Mass, USA, August 2006. View at Publisher · View at Google Scholar · View at Scopus
  3. J. Baltes, S. McCann, and J. Anderson, “Humanoid Robots: Abarenbou and DaoDan,” RoboCup 2006—Humanoid League Team Description Paper.
  4. C. F. Westin, “Extracting brain connectivity from diffusion MRI,” IEEE Signal Processing Magazine, vol. 24, no. 6, pp. 124–152, 2007. View at Publisher · View at Google Scholar · View at Scopus
  5. Y. A. W. De Kort and W. A. Ijsselsteijn, “Reality check: the role of realism in stress reduction using media technology,” Cyberpsychology and Behavior, vol. 9, no. 2, pp. 230–233, 2006. View at Publisher · View at Google Scholar · View at Scopus
  6. N. A. Dodgson, “Autostereoscopic 3D displays,” Computer, vol. 38, no. 8, pp. 31–36, 2005. View at Publisher · View at Google Scholar · View at Scopus
  7. M. Z. Brown, D. Burschka, and G. D. Hager, “Advances in computational stereo,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 25, no. 8, pp. 993–1008, 2003. View at Publisher · View at Google Scholar · View at Scopus
  8. A. Smolic and P. Kauff, “Interactive 3-D video representation and coding technology,” IEEE, Special Issue on Advances in Video Coding and Delivery, vol. 93, no. 1, pp. 98–110, 2005. View at Google Scholar
  9. A. Benoit, P. Le Callet, P. Campisi, and R. Cousseau, “Quality assessment of stereoscopic images,” EURASIP Journal on Image and Video Processing, vol. 2008, Article ID 659024, 2008. View at Publisher · View at Google Scholar · View at Scopus
  10. N. Qzbek, A. M. Tekalp, and E. T. Tunali, “Rate allocation between views in scalable stereo video coding using an objective stereo video quality measure,” in Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP '07), pp. I1045–I1048, Honolulu, Hawaii, USA, April 2007. View at Publisher · View at Google Scholar · View at Scopus
  11. R. Bensalma and M. C. Larabi, “Towards a perceptual quality metric for color stereo images,” in Proceedings of the 17th IEEE International Conference on Image Processing (ICIP '10), pp. 4037–4040, Hong Kong, September 2010. View at Publisher · View at Google Scholar · View at Scopus
  12. J. You, L. Xing, A. Perkis, and X. Wang, “Perceptual quality assessment for stereoscopic images based on 2D image quality metrics and disparity analysis,” in Proceedings of the International Workshop on Video Processing and Quality Metrics for Consumer Electronics (VPQM '01), Scottsdale, Ariz, USA, 2010.
  13. A. Tikanmaki and A. Gotchev, “Quality assessment of 3D video in rate allocation experiments,” in Proceedings of the IEEE International Symposium on Consumer Electronics (ISCE '08), Algarve, Portugal, April 2008.
  14. L. Stelmach, W. J. Tam, D. Meegan, and A. Vincent, “Stereo image quality: effects of mixed spatio-temporal resolution,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 10, no. 2, pp. 188–193, 2000. View at Google Scholar · View at Scopus
  15. L. M. J. Meesters, W. A. Ijsselsteijn, and P. J. H. Seuntiëns, “A survey of perceptual evaluations and requirements of three-dimensional TV,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 14, no. 3, pp. 381–391, 2004. View at Publisher · View at Google Scholar · View at Scopus
  16. M. T. M. Lambooij, W. A. Ijsselsteijn, and I. Heynderickx, “Visual discomfort in stereoscopic displays: a review,” in Stereoscopic Displays and Virtual Reality Systems XIV, vol. 6490 of Proceedings of the SPIE, January 2007. View at Publisher · View at Google Scholar · View at Scopus
  17. P. Seuntiens, L. Meesters, and W. Ijsselsteijn, “Perceived quality of compressed stereoscopic images: effects of symmetric and asymmetric JPEG coding and camera separation,” IEEE ACM Transactions on Applied Perception, vol. 3, no. 2, pp. 95–109, 2009. View at Google Scholar
  18. C. T. E. R. Hewage, S. T. Worrall, S. Dogan, and A. M. Kondoz, “Prediction of stereoscopic video quality using objective quality models of 2-D video,” Electronics Letters, vol. 44, no. 16, pp. 963–965, 2008. View at Publisher · View at Google Scholar · View at Scopus
  19. Y. Horita, Y. Kawai, Y. Minami, and T. Murai, “Quality evaluation model of coded stereoscopic color image,” in Visual Communications and Image Processing, vol. 4067 of Proceedings of the SPIE, pp. 389–398, June 2000. View at Scopus
  20. W. A. Ijsselsteijn, H. de Ridder, and J. Vliegen, “Subjective evaluation of stereoscopic images: effects of camera parameters and display duration,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 10, no. 2, pp. 225–233, 2000. View at Publisher · View at Google Scholar · View at Scopus
  21. W. J. Tam and L. B. Stelmach, “Perceived image quality of MPEG-2 stereoscopic sequences,” in Human Vision and Electronic Imaging II, vol. 3016 of Proceedings of the SPIE, pp. 296–301, San Jose, Calif, USA, February 1997. View at Publisher · View at Google Scholar · View at Scopus
  22. L. Xing, J. You, T. Ebrahimi, and A. Perkis, “A perceptual quality metric for stereoscopic crosstalk perception,” in Proceedings of the 17th IEEE International Conference on Image Processing (ICIP '10), pp. 4033–4036, Hong Kong, September 2010. View at Publisher · View at Google Scholar · View at Scopus
  23. Z. M. P. Sazzad, S. Yamanaka, Y. Kawayoke, and Y. Horita, “Stereoscopic image quality prediction,” in Proceedings of the International Workshop on Quality of Multimedia Experience (QoMEx '09), pp. 180–185, San Diego, CA, USA, July 2009. View at Publisher · View at Google Scholar · View at Scopus
  24. R. Akhter, Z. M. Parvez Sazzad, Y. Horita, and J. Baltes, “No-reference stereoscopic image quality assessment,” in Stereoscopic Displays and Applications XXI, vol. 7524 of Proceedings of the SPIE, San Jose, CA, USA, January 2010. View at Publisher · View at Google Scholar · View at Scopus
  25. ITU-R, “Methodology for the subjective assessment of the quality of television pictures,” Tech. Rep. BT.500-10, Geneva, Switzerland, 2000. View at Google Scholar
  26. Z. Wang, Rate scalable foveated image and video communications [Ph.D. thesis], Department of ECE, The University of Texas at Austin, 2003.
  27. University of Manitoba, http://umanitoba.ca/.
  28. D. V. Meegan, L. B. Stelmach, and W. J. Tam, “Unequal weighting of monocular inputs in binocular combination: implications for the compression of stereoscopic imagery,” Journal of Experimental Psychology: Applied, vol. 7, no. 2, pp. 143–153, 2001. View at Publisher · View at Google Scholar · View at Scopus
  29. R. Akhter, Perceptual image quality for stereoscopic vision [M.S. thesis], Department of Computer Science, University of Manitoba, 2011.
  30. B. P. McKinnon, Point, line segment, and region-based stero matching for mobile robotics [M.S. thesis], Department of Computer Science, University of Manitoba, 2009.
  31. Z. M. Parvez Sazzad, Y. Kawayoke, and Y. Horita, “No reference image quality assessment for JPEG2000 based on spatial features,” Signal Processing: Image Communication, vol. 23, no. 4, pp. 257–268, 2008. View at Publisher · View at Google Scholar · View at Scopus
  32. J. Kennedy and R. Eberhart, “Particle swarm optimization,” in Proceedings of the IEEE International Conference on Neural Networks, pp. 1942–1948, Perth, Australia, December 1995. View at Scopus
  33. VQEG, “Final Report from the video quality experts group on the validation of objective models of video quality assessment, FR-TV Phase II (August 2003),” http://www.vqeg.org/.
  34. Z. Wang, A. C. Bovik, H. R. Sheikh, and E. P. Simoncelli, “Image quality assessment: from error visibility to structural similarity,” IEEE Transactions on Image Processing, vol. 13, no. 4, pp. 600–612, 2004. View at Publisher · View at Google Scholar · View at Scopus
  35. M. Pinson and S. Wolf, “An objective method for combining multiple subjective data sets,” in Proceedings of the SPIE Video Communications and Image Processing, Lugano, Switzerland, July 2003.