The Role of Human Visual Models in Image Processing

Proceedings of the IEEE

Volumn 69, Issue 5, 1981, Pages 552-561

  Granrath, Douglas J ^a  

^a SCIENCE APPLICATIONS INTERNATIONAL CORPORATION   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

IMAGE PROCESSING;

VISION;

IMAGE PROCESSING; MATHEMATICAL MODEL; NONBIOLOGICAL MODEL; REVIEW; VISION; VISUAL SYSTEM;

EID: 0019568934     PISSN: 00189219     EISSN: 15582256     Source Type: Journal    
DOI: 10.1109/PROC.1981.12024     Document Type: Article

References (60)

1. M. D. McFarlane, “Digital pictures fifty years ago,” Proc. IEEE, vol. 60, pp. 768–770, July 1972.
2. T. C. Rindfleisch, J. A. Dunne, H. J. Frieden, W. D. Stromberg, and R. M. Ruiz, “Digital processing of the Mariner 6 and 7,” J. Geophys. Res., vol. 76, pp. 394–417, Jan. 1971.
3. D. A. O'Handley and W. B. Green, “Recent developments in digital image processing at the Jet Propulsion Laboratory,” Proc. IEEE, vol. 60, pp. 821–828, July 1972.
4. W. F. Schreiber, “Picture coding,” Proc. IEEE, vol. 55, no. 3, pp. 320–330, Mar. 1967.
5. Z. L. Budrikis, “Visual fidelity criterion and modeling,” Proc. IEEE, vol. 60, pp. 771–779, July 1972.
6. T. G. Stockham, Jr., “Image processing in the context of a visual models,” Proc. IEEE, vol. 60, pp. 828–842, July 1972.
7. H. Graham, Ed., Vision and Visual Perception. New York: Wiley, 1965.
8. F. S. Werblin, “The control of sensitivity in the retina,” Scientific Amer., May 1968.
9. W. R. Uttal, The Psychobiology of Sensory Coding. New York: Harper and Row, 1973.
10. T. N. Cornsweet, Visual Perception. New York: Academic Press, 1970.
11. H. Davson, Ed., The Eye, Volume 2A: Visual Function in Man. New York: Academic Press, 1976.
12. G. Westheimer, “Optical properties of vertibrate eyes,” in Handbook of Sensory Physiology, vol. VII/2, M.G.F. Fuortes, Ed. New York: Springer-Verlag, 1972.
13. F. W. Campbell and D. G. Green, “Optical and retinal factors affecting visual resolution,” J. Physiology, vol. 181, no. 3, pp. 576–593, Dec. 1965.
14. M. Millodot, “Effect of the abberations of the eye on visual perception,” in Visual Psychophysics and Physiology, J. C. Armington, J. Krauskopf, and B. R. Wooten, Eds. New York: Academic Press, 1978, ch. 35, pp. 441–452.
15. M. Hines, “Line spread function variation near the fovea,” Vision Res., vol. 16, pp. 567–572, 1976.
16. J. O. Limb and C. B. Rubinstein, “A model of threshold vision incorporating inhomogeneity of the visual field,” Vision Res., vol. 17, pp. 571–584, 1977.
17. F. W. Campbell and R. W. Gubisch, “Optical quality of the human eye,” J. Physiol., vol. 186, no. 3, pp. 558–578, Oct. 1966.
18. C. T. Morgan, Physiological Psychology. New York: McGraw-Hill, 1965.
19. A. Rose, Vision: Human and Electronic. New York: Plenum Press, 1973.
20. T. P. Williams and J. G. Gale, “Compression of retinal responsivity: V-log I functions and increment thresholds,” Vision Res., vol. 18, pp. 587–590, 1978.
21. K. Naka and W. A. H. Rushton, “S-potentials from color units in the retina of fish (Cyprinidae),” J. Physiology, vol. 185, pp. 536–558, 1966.
22. W. S. Stiles, “Increment thresholds and the mechanisms of color vision,” Documenta Opthal., vol. 3, pp. 138–163, 1949.
23. M. Alpern, F. Maaseidvaag, and N. Ohla, “The kinetics of cone visual pigments in man,” Vision Res., vol. 11, pp. 539–549, 1971.
24. R. A. Normann and F. S. Werblin, “Control of retinal sensitivity, I. light and dark adaptation of vertibrate rods and cones,” J. Gen. Physiol., vol. 63, pp. 37–61, 1974.
25. S. K. Shevell, “Saturation in human cones,” Vision Res., vol. 17, pp. 427–434, 1977.
26. C. G. Boring, A History of Experimental Psychology. New York: Appleton-Century-Crofts, 1950, ch. 14, pp. 275–296.
27. S. S. Stevens, “The psychophysics of sensory function,” Amer. Scientist, vol. 48, pp. 226–253, 1960.
28. D. Jameson and L. M. Hurvich, Eds., Visual Psychophysics, vol. 4 of the Handbook of Sensory Physiology. Berlin, Germany: Springer-Verlag, 1972.
29. J. L. Mannos and D. J. Sakrison, “The effects of a visual fidelity criterion on the encoding of images,” IEEE Trans. Inform. Theory, vol. IT-20, pp. 525–536, July 1974.
30. R. J. W. Mansfield, “Visual adaptation: Retinal transduction, brightness and sensitivity,” Vision Res., vol. 16, pp. 679–690, 1976.
31. D. A. Burkhardt and G. Hassin, “Retinal mechanisms of color vision,” in Visual Psychophysics and Physiology, J. C. Armington, J. Krauskopf, and B. R. Wooten, Eds. New York: Academic Press, 1978, ch. 2, pp. 25–34.
32. G. Wald, “The receptors of human color vision,” Science, vol. 145, pp. 1007–1017, Sept. 4, 1964.
33. S. L. Polyak, The Retina. Chicago, IL: Univ. Chicago Press, 1941.
34. B. B. Boycott and J. E. Dowling, “Organization of the primate retina: light microscopy,” Phil. Trans. Royal Soc. B, vol. 255, pp. 109–184, 1969.
35. F. Ratliff, Mach Bands: Quantitative Studies on Neural Networks in the Retina. San Francisco, CA: Holden-Day, 1965.
36. D. Granrath and B. R. Hunt, “A two-channel model of image processing in the human retina,” in Proc. SPIE, vol. 199, pp. 126–133, Aug. 1979.
37. T. N. Wiesel and D. H. Hubel, “Spatial and chromatic interactions in the lateral geniculate body of the rhesus monkey,” J. Neurophysiol., vol. 29, pp. 1115–1156, 1966.
38. D. G. Green and M. B. Fast, “On the appearance of mach bands in gradients of varying color,” Vision Res., vol. 11, pp. 1147–1155, 1971.
39. A. Eisner and P. I. A. MacLeod, “Blue-sensitive cones do not contribute to luminance as defined by flicker photometry,” J. Opt. Soc. Amer., vol. 70, no. 1, pp. 121–123, Jan. 1980.
40. E. L. Hall, Computer Image Processing and Recognition. New York: Academic Press, 1979, ch. 2.
41. G. J. C. Van Der Horst, C. M. M. DeWeert, and M. A. Bouman, “Transfer of spatial chromaticity-contrast at threshold in the human eye,” J. Opt. Soc. Amer., vol. 67, no. 10, pp. 1260–1266, Oct. 1967.
42. R. L. DeValois and P. L. Pease, “Contours and contrast: Responses of monkey lateral geniculate nucleus cells to luminance and color figures,” Science, vol. 171, pp. 694–696, Feb. 19, 1971.
43. J. J. Koenderink, W. A. Van De Grind, and M. A. Bouman, “Foveal information processing at photonic luminances,” vol. 8, no. 4, pp. 128–144, 1971.
44. K. Motokawa, Physiology of Color and Pattern Vision. Tokyo, Japan: Igaku Shoin Ltd., 1970, ch. 11.
45. J. J. Koenderink, W. A. Van De Grind, and M. A. Bouman, “Opponent color coding: A mechanistic model and a new metric for color space,” Kybernetik, vol. 10, no. 2, pp. 78–98, 1972.
46. C. F. Hall and E. L. Hall, “A nonlinear model for the spatial characteristics of the human visual system,” IEEE Trans. Syst., Man, Cybern., vol. SMC-7, pp. 161–170, Mar. 1977.
47. C. F. Hall, “Digital color image compression in a perceptual space,” USC Image Processing Inst. Rep. 790, Feb. 1978.
48. O. D. Faugeras, “Digital color image processing within the framework of a human visual model,” IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-27, pp. 380–393, Aug. 1979.
49. G. E. Legge, “Sustained and transient mechanisms in human vision: Temporal and spatial properties,” Vision Res., vol. 18, pp. 69–81, 1978.
50. H. F. J. M. Buffart, “Brightness and contrast,” in Formal Theories of Visual Perception, E. Leeuwenberg and H. Buffart, Eds. New York: Wiley, 1978, ch. 8, pp. 171–182.
51. D. J. Granrath, “Models of human vision in digital image bandwidth compression,” Ph.D. dissertation, Univ. Arizona, Tucson, 1979.
52. L. G. Roberts, “Picture coding using pseudorandom noise,” IRE Trans. Inform. Theory, vol. IT-18, pp. 145–154, Feb. 1962.
53. R. J. Rom, “Image transmission and coding based on human vision,” Ph.D. dissertation, Univ. California, Berkeley, Dec. 1972.
54. W. A. Pearlman, “A visual system model and a new distortion measure in the context of image processing,” J. Opt. Soc. Amer., vol. 68, no. 3, pp. 374-386, Mar. 1978.
55. J. O. Limb, “Distortion criteria of the human viewer,” IEEE Trans. Syst., Man, Cybern., vol. SMC-9, pp. 778–793, Dec. 1979.
56. W. K. Pratt, Digital Image Processing. New York: Wiley, 1978, p. 316.
57. W. F. Schreiber “Wirephoto quality improvement by unsharp masking,” J. Pattern Recognition (Pergamon Press, London), vol. 2, pp. 121–171, 1970.
58. A. V. Oppenheim and R. W. Schafer, Digital Signal Processing. Englewood Cliffs, NJ: Prentice-Hall, 1975, ch. 10, pp. 487–490.
59. A. V. Oppenheim, R. W. Schafer, and T. G. Stockham, Jr., “Nonlinear filtering of multiplied and convolved signals,” Proc. IEEE, vol. 56, pp. 1264–1291, Aug. 1968.
60. G. S. Robinson and W. Frei, “Final research report on computer processing of ERTS images,” Univ. Southern California, Image Processing Institute, Report USCIPI 640, Sept. 1975.