Journal of Mathematical Imaging and Vision

, Volume 24, Issue 3, pp 307–326

A Cortical Based Model of Perceptual Completion in the Roto-Translation Space

Article

DOI: 10.1007/s10851-005-3630-2

Cite this article as:
Citti, G. & Sarti, A. J Math Imaging Vis (2006) 24: 307. doi:10.1007/s10851-005-3630-2

Abstract

We present a mathematical model of perceptual completion and formation of subjective surfaces, which is at the same time inspired by the architecture of the visual cortex, and is the lifting in the 3-dimensional rototranslation group of the phenomenological variational models based on elastica functional. The initial image is lifted by the simple cells to a surface in the rototranslation group and the completion process is modeled via a diffusion driven motion by curvature. The convergence of the motion to a minimal surface is proved. Results are presented both for modal and amodal completion in classic Kanizsa images.

Keywords

visual cortexperceptual completioncognitive neuroscienceLie grouppartial differential equation

Copyright information

© Springer Science + Business Media, Inc. 2006

Authors and Affiliations

  1. 1.Department of MathematicsUniversity of BolognaBologna
  2. 2.Department of Electronics, Information and SystemsUniversity of BolognaBologna