Literature DB >> 12639606

A laminar cortical model of stereopsis and three-dimensional surface perception.

Stephen Grossberg1, Piers D L Howe.   

Abstract

A laminar cortical model of stereopsis and later stages of 3D surface perception is developed and simulated. The model describes how initial stages of monocular and binocular oriented filtering interact with later stages of 3D boundary formation and surface filling-in in the lateral geniculate nucleus and cortical areas V1, V2, and V4. In particular, it details how interactions between layers 4, 3B, and 2/3A in V1 and V2 contribute to stereopsis, and clarifies how binocular and monocular information combine to form 3D boundary and surface representations. Along the way, the model modifies and significantly extends the disparity energy model. Neural explanations are given for psychophysical data concerning: contrast variations of dichoptic masking and the correspondence problem, the effect of interocular contrast differences on stereoacuity, Panum's limiting case, the Venetian blind illusion, stereopsis with polarity-reversed stereograms, da Vinci stereopsis, and various lightness illusions. By relating physiology to psychophysics, the model provides new functional insights and predictions about laminar cortical architecture.

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Year:  2003        PMID: 12639606     DOI: 10.1016/s0042-6989(03)00011-7

Source DB:  PubMed          Journal:  Vision Res        ISSN: 0042-6989            Impact factor:   1.886


  14 in total

Review 1.  Early computational processing in binocular vision and depth perception.

Authors:  Jenny Read
Journal:  Prog Biophys Mol Biol       Date:  2005-01       Impact factor: 3.667

2.  Contrast gain-control in stereo depth and cyclopean contrast perception.

Authors:  Fang Hou; Chang-Bing Huang; Ju Liang; Yifeng Zhou; Zhong-Lin Lu
Journal:  J Vis       Date:  2013-01-01       Impact factor: 2.240

3.  Binocular fusion and invariant category learning due to predictive remapping during scanning of a depthful scene with eye movements.

Authors:  Stephen Grossberg; Karthik Srinivasan; Arash Yazdanbakhsh
Journal:  Front Psychol       Date:  2015-01-14

4.  Where's Waldo? How perceptual, cognitive, and emotional brain processes cooperate during learning to categorize and find desired objects in a cluttered scene.

Authors:  Hung-Cheng Chang; Stephen Grossberg; Yongqiang Cao
Journal:  Front Integr Neurosci       Date:  2014-06-17

5.  Relating neuronal firing patterns to functional differentiation of cerebral cortex.

Authors:  Shigeru Shinomoto; Hideaki Kim; Takeaki Shimokawa; Nanae Matsuno; Shintaro Funahashi; Keisetsu Shima; Ichiro Fujita; Hiroshi Tamura; Taijiro Doi; Kenji Kawano; Naoko Inaba; Kikuro Fukushima; Sergei Kurkin; Kiyoshi Kurata; Masato Taira; Ken-Ichiro Tsutsui; Hidehiko Komatsu; Tadashi Ogawa; Kowa Koida; Jun Tanji; Keisuke Toyama
Journal:  PLoS Comput Biol       Date:  2009-07-10       Impact factor: 4.475

6.  Exact solutions for rate and synchrony in recurrent networks of coincidence detectors.

Authors:  Shawn Mikula; Ernst Niebur
Journal:  Neural Comput       Date:  2008-11       Impact factor: 2.026

7.  A Canonical Laminar Neocortical Circuit Whose Bottom-Up, Horizontal, and Top-Down Pathways Control Attention, Learning, and Prediction.

Authors:  Stephen Grossberg
Journal:  Front Syst Neurosci       Date:  2021-04-23

8.  Visual crowding illustrates the inadequacy of local vs. global and feedforward vs. feedback distinctions in modeling visual perception.

Authors:  Aaron M Clarke; Michael H Herzog; Gregory Francis
Journal:  Front Psychol       Date:  2014-10-21

9.  Cortical Dynamics of Figure-Ground Separation in Response to 2D Pictures and 3D Scenes: How V2 Combines Border Ownership, Stereoscopic Cues, and Gestalt Grouping Rules.

Authors:  Stephen Grossberg
Journal:  Front Psychol       Date:  2016-01-26

10.  How the venetian blind percept emerges from the laminar cortical dynamics of 3D vision.

Authors:  Yongqiang Cao; Stephen Grossberg
Journal:  Front Psychol       Date:  2014-08-05
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