Vision models for image quality assessment: One is not enough

Journal of Electronic Imaging

Volumn 19, Issue 4, 2010, Pages

  Brémond, Roland ^a   Tarel, Jean Philippe ^a   Dumont, Eric ^a   Hautière, Nicolas ^a  

^a UNIVERSITÉ PARIS EST   (France)

Author keywords

[No Author keywords available]

Indexed keywords

DISPLAY SYSTEM CHARACTERISTICS; EVALUATION PROCESS; HUMAN VISUAL SYSTEM; IMAGE QUALITY ASSESSMENT; IMAGE QUALITY METRICS; MULTICOMPONENTS; PSYCHOPHYSICAL; QUALITY INDICES; USE-MODEL; VISION MODEL; VISUAL APPEARANCE; VISUAL ATTENTION; VISUAL PERFORMANCE;

DISPLAY DEVICES; VISUALIZATION;

IMAGE QUALITY;

EID: 80055046182     PISSN: 10179909     EISSN: 1560229X     Source Type: Journal    
DOI: 10.1117/1.3495989     Document Type: Article

References (74)

1. S. Nayar and T. Mitsunaga, Proc. IEEE Conf. Computer Vision Patt. Recog. 1, 472-479 (2000).
2. H. Seetzen, W. Heidrich, W. Stuerzlinger, G. Ward, L. Whitehead, M. Trentacoste, A. Ghosh, and A. Vorozcovs, ACM Trans. Graphics 23, 760 (2004).
3. T. Newman, Proc. 24th CIE, pp. 5-10 (1999).
4. M. P. Eckert and A. P. Bradley, Signal Process. 70, 177 (1998).
5. S. Daly, "The visible differences predictor: an algorithm for the assessment of image fidelity," in Digital Images and Human Vision, A. B. Watson, Ed., pp. 179-206, MIT Press, Cambridge, MA (1993).
6. J. Tumblin and H. Rushmeier, IEEE Computer Graphics Appl. 13, 42 (1993).
7. M. D. Fairchild, Color Appearance Models, 2d ed., John Wiley and Sons, New York (2005).
8. N. Moroney, M. D. Fairchild, R.W. G. Hunt, C. J. Li, M. R. Luo, and T. Newman, Proc. IS&T-SID 10th Color Imag. Conf., pp. 23-27 (2002).
9. L. Itti and C. Koch, Vision Res. 40, 1489 (2000).
10. D. P. Greenberg, K. E. Torrance, P. Shirley, J. Arvo, J. A. Ferwerda, S. N. Pattanaik, E. Lafortune, B. Walter, S. C. Foo, and B. Trumbore, Proc. ACM SIGGRAPH, pp. 477-494 (1997).
11. P. G. Engeldrum, J. Imaging Sci. Technol. 48, 446 (2004).
12. J. L. Mannos and D. J. Sakrison, IEEE Trans. Info. Theory IT-4, 525 (1974).
13. R. Mantiuk, S. Daly, K. Myszkowski, and H. P. Seidel, "Predicting visible differences in high dynamic range images: model and its calibration," Proc. SPIE 5666, 204-214 (2005). (Pubitemid 40949015)
14. J. Lubin, "Avisual discriminationmodel for imaging system design and development," in Vision Models for Target Detection and Recognition, E. Peli, Ed., pp. 245-283, World Scientific, Singapore (1995).
15. A. B. Watson, Computer Vision Image Process. 39, 311 (1987).
16. Z. Wang, A. Bovik, H. Sheik, and E. Simoncelli, IEEE Trans. Image Process. 13, 600 (2004).
17. J. A. Ferwerda and D. Pellacini, in Asilomar Conference on Signal, Systems and Computers, pp. 1388-1392 (2003).
18. G. Ramanarayanan, J. Ferwerda, B. Walter, and K. Bala, ACM Trans. Graphics 26, Art. No. 76 (2007).
19. CIE/ISO, Tech. Rep., CIE publication 131 (1998).
20. J. Kuang, G. M. Johnson, and M. D. Fairchild, J. Visual Communi. Image Represent. 18, 406 (2007).
21. F. Drago, K. Myszkowski, T. Annen, and N. Chiba, Proc. Eurograph. (2003).
22. K. Masaoka, M. Emoto, M. Sugawara, and Y. Nojiri, "Comparing realness between real objects and images at various resolutions," Proc. SPIE 6492, 1F (2007).
23. J. Kuang, H. Yamaguchi, C. Liu, G. M. Johnson, and M. D. Fairchild, ACM Trans. Appl. Perception 4, art. 9 (2007).
24. M. Ramasubramanian, S. N. Pattanaik, and D. P. Greenberg, Proc. ACM SIGGRAPH, pp. 73-82 (1999).
25. R. Dumont, F. Pellacini, and J. A. Ferwerda, ACM Trans. Graphics 22, 152 (2003).
26. S. N. Pattanaik, J. A. Ferwerda, M. D. Fairchild, and D. P. Greenberg, in Proc. ACM SIGGRAPH, pp. 287-298 (1998).
27. J. Stevens and S. Stevens, J. Opt. Soc. Am. 53, 375 (1963).
28. G.Ward, "A contrast based scale-factor for image display," in Graphic Gems IV, pp. 415-421, Academic Press Professional, San Diego, CA (1994).
29. CIE, Tech. Report, CIE publication 19/2 (1981).
30. J. A. Ferwerda and S. N. Pattanaik, Proc. ACM SIGGRAPH, pp. 143-152 (1997).
31. G. E. Legge and J. M. Foley, J. Opt. Soc. Am. 70, 1458 (1980).
32. F. Campbell and J. Robson, J. Physiol. 197, 551 (1968).
33. E. Peli, J. Opt. Soc. Am. A 7, 2032 (1990).
34. CCIR, "Method for the subjective assessment of the quality of television pictures," Recommendation 500-3, ITU, Geneva (1986).
35. H. A. David, The Method of Paired Comparison, Charles Griffin and Co. Ltd (1969).
36. M. P. Eckert, "Lossy compression using wavelets, block DCT, and lapped orthogonal transforms optimized with perceptual model," Proc. SPIE 3031, 339-351 (1995).
37. P. G. Engeldrum, Psychometric Scaling: a Toolkit for Imaging Systems Development, Imcotek Press, Winchester, MA (2000).
38. A. McNamara, Computer Graphics Forum 20, 211 (2001).
39. G. W. Meyer, H. E. Rushmeier, M. F. Cohen, D. P. Greenberg, and K. E. Torrance, ACM Trans. Graphics 5, 30 (1986).
40. P. Ledda, A. Chalmers, T. Troscianko, and H. Seetzen, Proc. ACM SIGGRAPH, pp. 640-648 (2005).
41. H. Rushmeier, G. Ward, C. Piatko, P. Sanders, and B. Rust, Proc. Eurograph. Rendering Workshop (1995).
42. J. Grave and R. Brémond, ACM Trans. Appl. Perception 5, 1 (2008).
43. Neurobiology of Attention, L. Itti, G. Rees, and J. K. Tsotsos, Eds., Elsevier, New York (2005).
44. E. I. Knudsen, Ann. Rev. Neurosci. 30, 57 (2007).
45. C. Koch and S. Ullman, Human Neurobiol. 4, 219 (1985).
46. A. M. Treisman and G. Gelade, Cognitive Psychol. 12, 97 (1980).
47. L. Itti, C. Koch, and E. Niebur, IEEE Trans. Patt. Anal. Mach. Intell. 20, 1254 (1998).
48. L. Itti, IEEE Trans. Image Process 13, 1304 (2004).
49. L. Itti, N. Dhavale, and F. Pighin, Proc. SPIE 5200, 64-78 (2003).
50. L. Itti and C. Koch, Nature Rev. Neurosci. 2, 194 (2001).
51. C. H. Lee, A. Varshney, and D. W. Jacobs, ACM Trans. Graphics 24, 659 (2005).
52. C. Privitera and L. Stark, "Focused JPEG encoding based upon automatic preidentified regions of interest," Proc. SPIE 3644, 552-558 (1999).
53. S. Baluja and D. A. Pomerleau, Robotics Auto. Syst. 22, 329 (1997).
54. ISO, "Graphic technology and photography. Colour characterization of digital still cameras (DSC)," ISO/WD 17321 (2006).
55. F. Martinez-Verdu, J. Pujol, and P. Capilla, J. Imag. Sci. Technol. 47, 279 (2003).
56. S. Mann and R. Picard, Proc. IST 48th Ann. Conf., pp. 422-428 (1995).
57. T. Mitsunaga and S. K. Nayar, Proc. IEEE Conf. Computer Vision Patt. Recog. 1, 374-380 (1999).
58. A. S. Glassner, IEEE Computer Graphics Appl. 9, 95 (1989).
59. V. Heikkinen, R. Lenz, T. Jetsu, J. Parkkinen, M. Hauta-Kasari, and T. Jskelinen, J. Opt. Soc. Am. A 25, 2444 (2008).
60. B. A. Wandell, Tech. Report 86844, NASA Ames Research Center, Moffett Field, CA (1985).
61. CIE, Tech. Report, CIE publication 122 (1996).
62. E. A. Day, L. A. Taplin, and R. S. Berns, Color Res. Appl. 29, 365 (2004).
63. D. A. Silverstein and J. E. Farrell, IEEE Proc. Intl. Conf. Image Process., pp. 881-884 (1996).
64. J. A. Ferwerda, S. N. Pattanaik, P. Shirley, and D. P. Greenberg, Computer Graphics 30, 249 (1996).
65. J. K. Tsotsos, S. M. Culhane, W. Y. K. Wai, Y. Lai, N. Davis, and F. Nuflo, Artif. Intell. 78, 507 (1995).
66. J. Nachmias, Vision Res. 21, 215 (1981).
67. M. R. Luo, G. Cui, and C. Li, Color Res. Appl. 31, 320 (2006).
68. R. W. G. Hunt, The Reproduction of Colour, 5th ed., Fountain Press Ltd., Kingston Upon Thames, UK (1995).
69. K. R. Gegenfurtner and D. C. Kiper, Ann. Rev. Neurosci. 26, 181 (2003).
70. MPI, see http://www.mpi-inf.mpg.de/resources/hdr/vdp/, Max Planck Institute website.
71. D. Walther, see http://www.saliencytoolbox.net/ (2006).
72. D. Walther and C. Koch, Neural Net. 19, 1395 (2006).
73. J. Cohen, Statistical Power Analysis for the Behavioral Sciences, Academic Press, San Diego, CA (1977).
74. S. Winkler, Digital Video Quality: Vision Models and Metrics, Wiley, New York (2005).