Contextual modulation via low-level vision processing

Publication Type:
Journal Article
Citation:
Image and Vision Computing, 2012, 30 (4-5), pp. 367 - 377
Issue Date:
2012-01-01
Metrics:
Full metadata record
Files in This Item:
Filename Description Size
Thumbnail2011005481OK.pdf1.63 MB
Adobe PDF
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 contextual modulation. This paper introduces a new model which extends a state-of-the-art model of contextual modulation 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-level vision processing. © 2012 Elsevier B.V. All rights reserved.
Please use this identifier to cite or link to this item: