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L. Itti, C. Koch, J. Braun, Revisiting Spatial Vision: Toward a Unifying Model, Journal of the Optical Society of America, JOSA-A, Vol. 17, No. 11, pp. 1899-1917, Nov 2000. [1999 impact factor: 1.864] (Cited by 96)
Abstract: We report contrast detection, contrast increment, contrast masking, orientation discrimination and spatial frequency discrimination thresholds for spatially localized stimuli at 4deg of eccentricity. Our stimulus geometry emphasizes interactions among overlapping visual filters and differs from that used in previous threshold measurements, which also admits interactions between distant filters. We quantitatively account for all measurements by simulating a small population of overlapping visual filters interacting through divisive inhibition. We depart from previous models of this kind in the parameters of divisive inhibition and in using a statistically efficient decision stage based on Fisher information. The success of this unified account suggests that, contrary to Bowne (1990), spatial vision thresholds reflect a single level of processing, perhaps as early as primary visual cortex.
Themes: Human Psychophysics, Computational Modeling
Copyright © 2000-2007 by the University of Southern California, iLab and Prof. Laurent Itti.
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