Visual Neuroscience

Research Articles

A psychophysically motivated model for two-dimensional motion perception

Hugh R. Wilsona1, Vincent P. Ferreraa1 and Christopher Yoa1

a1 Visual Sciences Center, University of Chicago, Chicago

Abstract

A quantitative model is developed to predict the perceived direction of moving two-dimensional patterns. The model incorporates both a simple motion energy pathway and a “texture boundary motion” pathway that incorporates response squaring before the extraction of motion energy. These pathways correspond to Fourier and non-Fourier motion pathways and are hypothesized to reflect processing in the VI-MT and V1-V2-MT pathway, respectively. A cosine-weighted sum of these pathways followed by competitive feedback inhibition accurately predicts the perceived direction for patterns composed of two cosine gratings at different orientations (“plaids”). The model also predicts direction discrimination, differences between foveal and peripheral viewing, changes in perceived direction with exposure duration, motion masking, and motion transparency.

(Received July 12 1991)

(Accepted November 26 1991)

Correspondence:

p1 Present address of Vincent P. Ferrera: Center for Visual Sciences, University of Rochester, Rochester, NY 14627, USA.

Footnotes

Reprint requests to: Hugh R. Wilson, Visual Sciences Center, University of Chicago, 939 E. 57th Street, Chicago, IL 60637, USA.

This research was first reported at the Annual Meeting of the Association for Research in Vision and Ophthalmology April, 1991.