Vision and Brain

How the Brain Sees / New Approaches to Computer Vision

Stephen Grossberg, Leif Finkel, David J. Field

897 pages, parution le 04/11/2004

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Résumé

This interdisciplinary book surveys recent experimental and theoretical discoveries concerning how a brain sees and how insights about biological vision can be used to develop more effective algorithms for image processing in technology.

L'auteur - Stephen Grossberg

Stephen Grossberg , Boston University, University of Pennsylvania, and Cornell University

L'auteur - Leif Finkel

Leif Finkel , Boston University, University of Pennsylvania, and Cornell University

L'auteur - David J. Field

David Field , Boston University, University of Pennsylvania, and Cornell University

Sommaire

Introduction
A new view of the primary visual cortex
Feedforward, feedback and inhibitory connections in primate visual cortex
Electrophysiological classes of neocortical neurons
A simple cell model with dominating opponent inhibition for robust image processing
Nonlinear V1 responses to natural scenes revealed by neural network analysis
The contribution of vertical and horizontal connections to the receptive field center and surround in V1
Perceptual grouping and the interactions between visual cortical areas
Fast synchronization of perceptual grouping in laminar visual cortical circuits
A model of contextual interactions and contour detection in primary visual cortex
Using afterimages to test neural mechanisms for perceptual filling-in
Hue geometry and horizontal connections
A theory of the benham top based on center-surround interactions in the parvocellular pathway
A neuromorphic model for achromatic and chromatic surface representation of natural images
Integration of form and motion within a generative model of visual cortex
Associative learning in early vision
Recognition invariance obtained by extended and invariant features
Attentional states and the degree of visual adaptation to gratings
Separate neural definitions of visual consciousness and visual attention: A case for phenomenal awareness
A model of active visual search with object-based attention guiding scan paths

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Caractéristiques techniques

	PAPIER
Éditeur(s)	Elsevier
Auteur(s)	Stephen Grossberg, Leif Finkel, David J. Field
Parution	04/11/2004
Nb. de pages	897
Format	21,5 x 29
Couverture	Relié
Poids	1013g
Intérieur	Noir et Blanc
EAN13	9780080445519