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Modeling V1 neuronal responses to orientation disparity
H Bridge1, B G Cumming, A J Parker
1University Laboratory of Physiology, Oxford, United Kingdom. holly.bridge@physiol.ox.ac.uk
Visual Neuroscience
|May 22, 2002
Summary
Interocular orientation differences do not significantly contribute to depth perception or slant detection in random dot stereograms (RDS). Positional disparity is key for slant perception, according to an extended energy model.
Area of Science:
- Neuroscience
- Computational Vision
- Psychophysics
Background:
- The role of interocular orientation differences in depth perception remains unclear at both neuronal and psychophysical levels.
- Existing models of binocular neurons do not fully account for responses to orientation disparity.
Purpose of the Study:
- To investigate the contribution of interocular orientation differences to depth perception using an extended energy model.
- To determine the necessity and sufficiency of orientation disparity for signaling slant in random dot stereograms (RDS).
Main Methods:
- Extended the Ohzawa et al. (1990) energy model to include binocular receptive-field orientation differences.
- Tested model responses to gratings with interocular orientation differences and RDS depicting slanted surfaces.
- Evaluated modified models to enhance selectivity for orientation disparity and slant.
Main Results:
- Model responses to orientation differences were left-right separable, indicating no consistent response to binocular orientation disparity.
- A disparity-sensitive model showed sensitivity to RDS slant, but required narrow orientation bandwidth.
- A disparity-insensitive model did not show slant selectivity.
- Modified models did not improve slant selectivity compared to simpler models.
Conclusions:
- Interocular orientation differences are neither necessary nor sufficient for signaling slant in RDS stimuli.
- Positional disparity sensitivity is both necessary and sufficient for slant perception within the energy model framework.