Contextual modulation via low-level vision processing

Abstract

Gabor wavelets are well established as being useful for modeling neuronal response properties of the primary visual cortex. However, current Gabor models do not account for long-range contextualmodulation. This paper introduces a new model which extends a state-of-the-art model of contextualmodulation by incorporating long-range convolution at the scale of the visual field. The significance of this new mechanism is that it accounts for perceptual filling-in of occluded receptive fields with purely low-levelvisionprocessing.