Effectiveness of Cooperative Motion Detection Model in Reproducing Human Vision's Motion Detection and Accommodation Characteristics for Double Apparent Motion Stimuli

We studied whether the cooperative motion detection model is effective in reproducing human vision's motion detection and accommodation characteristics for many kinds of apparent motion stimuli. The stimuli consisted of two kinds of apparent motion sine-waves with different motion directions, and the model's responses to the stimuli were compared with actual responses in human vision. The responses corresponded well in two ways. (1) There was a critical spatial frequency at which the motion perception changed from one state to the other, and it increased as the stimuli approached in a continuous motion. (2) Under the critical spatial frequency, two kinds of motion were detected in two kinds of accommodation states depending on which motion stimulus was paid attention to, while over the critical frequency, one motion was detected in those states. These results suggest that the cooperative model is an accurate model of the motion detection mechanism including the accommodation mechanism.

[1]  J. Robson,et al.  Application of fourier analysis to the visibility of gratings , 1968, The Journal of physiology.

[2]  C Blakemore,et al.  On the existence of neurones in the human visual system selectively sensitive to the orientation and size of retinal images , 1969, The Journal of physiology.

[3]  W. N. Charman,et al.  Dependence of accommodation response on the spatial frequency spectrum of the observed object , 1977, Vision Research.

[4]  E H Adelson,et al.  Spatiotemporal energy models for the perception of motion. , 1985, Journal of the Optical Society of America. A, Optics and image science.

[5]  D Marr,et al.  Directional selectivity and its use in early visual processing , 1981, Proceedings of the Royal Society of London. Series B. Biological Sciences.

[6]  Allan Pantle,et al.  Visual resolution of motion ambiguity with periodic luminance- and contrast-domain stimuli , 1992, Vision Research.

[7]  K. D. Valois,et al.  Motion-reversal Reveals Two Motion Mechanisms Functioning in Scotopic Vision , 1997, Vision Research.

[8]  D. A. Owens A comparison of accommodative responsiveness and contrast sensitivity for sinusoidal gratings , 1980, Vision Research.

[9]  Toshikazu Matsui Human Information. Cooperative Characteristics between Accommodation Michanism and Motion Detection Mechanism to Multiple-Drifting Sine-Waves. , 2001 .

[10]  P. McOwan,et al.  A computational model of the analysis of some first-order and second-order motion patterns by simple and complex cells , 1992, Proceedings of the Royal Society of London. Series B: Biological Sciences.

[11]  Toshikazu Matsu Cooperation of Accommodation and Motion Detection Mechanisms for Perceiving Multiple Apparent Motion , 2005 .

[12]  A J Ahumada,et al.  Model of human visual-motion sensing. , 1985, Journal of the Optical Society of America. A, Optics and image science.

[13]  Toshikazu Matsui A new mathematical human vision model with an autonomous image observing mechanism and its application to multiple motion detection , 1996, Proceedings of 13th International Conference on Pattern Recognition.