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Open AccessJournal ArticleDOI

Hierarchical Processing of Horizontal Disparity Information in the Visual Forebrain of Behaving Owls

Andreas Nieder, +1 more
- 15 Jun 2001 - 
- Vol. 21, Iss: 12, pp 4514-4522
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TLDR
A functional hierarchy of disparity processing in the owl's forebrain is suggested, leading from spatial filters to more global disparity detectors that may be able to solve the correspondence problem.
Abstract
According to their restricted receptive fields and input-filter characteristics, disparity-sensitive neurons at early processing levels of the visual system perform rather ambiguous computations; they respond vigorously to disparity in false-matched images and show multiple response peaks in their disparity-tuning profiles. On the other hand, the perception of depth from binocular disparity is reliable, thus raising the question as to where and how in the brain additional processing is accomplished leading toward behaviorally relevant disparity detection. To address this issue, tuning data during stimulation with correlated and anticorrelated random-dot stereograms (a-RDS) were obtained from 52 disparity-sensitive visual Wulst neurons in three behaving owls. From the disparity-tuning curves, several quantitative measures were derived that allowed to determine the response ambiguity of a cell. A systematic decline of response ambiguities with increasing response latencies was observed. An increase in response latencies of neurons was correlated with a decrease of the strength of responses to a-RDS. Declining responses to a-RDS are expected for global detectors, because an owl was not able to discriminate depth in psychophysical tests with a-RDS. In addition, suppression of response side peaks was increased and disparity tuning was enhanced with growing response latencies. These results suggest a functional hierarchy of disparity processing in the owl's forebrain, leading from spatial filters to more global disparity detectors that may be able to solve the correspondence problem. Nonlinear threshold operations and inhibition are proposed as candidate mechanisms to resolve coding ambiguities.

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Citations
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References
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Theory of communication

Dennis Gabor
Journal ArticleDOI

An evaluation of the two-dimensional Gabor filter model of simple receptive fields in cat striate cortex

TL;DR: It seems that an optimal strategy has evolved for sampling images simultaneously in the 2D spatial and spatial frequency domains and the Gabor function provides a useful and reasonably accurate description of most spatial aspects of simple receptive fields.
Journal ArticleDOI

A Computational Theory of Human Stereo Vision

TL;DR: In this paper, an algorithm for solving the stereoscopic matching problem is proposed, which consists of five steps: (1) each image is filtered at different orientations with bar masks of four sizes that increase with eccentricity.
Journal ArticleDOI

Mathematical description of the responses of simple cortical cells.

TL;DR: It is argued that the visual cortex representation corresponds closely to the Gabor scheme owing to its advantages in treating the subsequent problem of pattern recognition.
Journal ArticleDOI

The neural mechanism of binocular depth discrimination

TL;DR: Binocularly driven units were investigated in the cat's primary visual cortex in a bid to understand why cats have good night vision and why cats with poor vision have poor daytime vision.
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