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JOURNALS // Program Systems: Theory and Applications // Archive

Program Systems: Theory and Applications, 2016 Volume 7, Issue 4, Pages 231–247 (Mi ps238)

Optimization Methods and Control Theory

A cortical based model for contour completion on the retinal sphere

A. Mashtakova, R. Duitsb

a Ailamazyan Program Systems Institute of RAS
b Eindhoven University of Technology

Abstract: We introduce a natural spherical extension of a well-known contour perception model due to J. Petitot, G. Citti and A. Sarti, which additionally takes into account the spherical nature of the retina. Such a spherical extension was initially proposed by U. Boscain and F. Rossi. We extend their model by taking into account a relevant anisotropy parameter controlling the stiffness of optimal spherical contours, and an external cost modeling the non-uniform distribution of photoreceptors on the retina.

Key words and phrases: association field, visual cortex, cortical magnification, sub-Riemannian geodesics, Lie group $\mathrm{SO(3)}$.

UDC: 517.977

Received: 23.10.2016
Accepted: 28.12.2016

Language: English



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