A Hierarchical Model of Complex Cells in Visual Cortex for the Binocular Perception of Motion-in-Depth
Abstract
A cortical model for motion-in-depth selectivity of complex cells in the visual cortex is proposed. The model is based on a time ex(cid:173) tension of the phase-based techniques for disparity estimation. We consider the computation of the total temporal derivative of the time-varying disparity through the combination of the responses of disparity energy units. To take into account the physiological plau(cid:173) sibility, the model is based on the combinations of binocular cells characterized by different ocular dominance indices. The resulting cortical units of the model show a sharp selectivity for motion-in(cid:173) depth that has been compared with that reported in the literature for real cortical cells.
Cite
Text
Sabatini et al. "A Hierarchical Model of Complex Cells in Visual Cortex for the Binocular Perception of Motion-in-Depth." Neural Information Processing Systems, 2001.Markdown
[Sabatini et al. "A Hierarchical Model of Complex Cells in Visual Cortex for the Binocular Perception of Motion-in-Depth." Neural Information Processing Systems, 2001.](https://mlanthology.org/neurips/2001/sabatini2001neurips-hierarchical/)BibTeX
@inproceedings{sabatini2001neurips-hierarchical,
title = {{A Hierarchical Model of Complex Cells in Visual Cortex for the Binocular Perception of Motion-in-Depth}},
author = {Sabatini, Silvio P. and Solari, Fabio and Andreani, Giulia and Bartolozzi, Chiara and Bisio, Giacomo M.},
booktitle = {Neural Information Processing Systems},
year = {2001},
pages = {1271-1278},
url = {https://mlanthology.org/neurips/2001/sabatini2001neurips-hierarchical/}
}