IEEE Transactions on Pattern Analysis and Machine Intelligence
The Design and Use of Steerable Filters
IEEE Transactions on Pattern Analysis and Machine Intelligence
Vision: A Computational Investigation into the Human Representation and Processing of Visual Information
Disparity Using Feature Points in Multi Scale
Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Vergence Control and Disparity Estimation with Energy Neurons: Theory and Implementation
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
A Two Stage Energy Model Exhibiting Selectivity to Changing Disparity
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
Fitting models to distributed representations of vision
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Disparity estimation by pooling evidence from energy neurons
IEEE Transactions on Neural Networks
Natural scene statistics at stereo fixations
Proceedings of the 2010 Symposium on Eye-Tracking Research & Applications
Modeling stereopsis via markov random field
Neural Computation
Combining texture and stereo disparity cues for real-time face detection
Image Communication
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Many models for stereo disparity computation have been proposed, but few can be said to be truly biological. There is also a rich literature devoted to physiological studies of stereopsis. Cells sensitive to binocular disparity have been found in the visual cortex, but it is not clear whether these cells could be used to compute disparity maps from stereograms. Here we propose a model for biological stereo vision based on known receptive field profiles of binocular cells in the visual cortex and provide the first demonstration that these cells could effectively solve random dot stereograms. Our model also allows a natural integration of stereo vision and motion detection. This may help explain the existence of units tuned to both disparity and motion in the visual cortex.