Robust object recognition with cortex-like mechanisms

Author

SERRE, Thomas¹ ; WOLF, Lior² ; BILESCHI, Stanley² ; RIESENHUBER, Maximilian³ ; POGGIO, Tomaso⁴
[1] Massachusetts Institute of Technology, the Center for Biological and Computational Learning, McGovern Institute for Brain Research and Brain & Cognitive Sciences Department, 77 Massachusetts Avenue, Bldg 46-5155B, Cambridge, MA 02139, United States
[2] Massachusetts Institute of Technology, the Center for Biological and Computational Learning, McGovern Institute for Brain Research and Brain & Cognitive Sciences Department, 77 Massachusetts Avenue, Bldg 46-5155C, Cambridge, MA 02139, United States
[3] Georgetown University Medical Center, Research Building Room WP-12 3970, Reservoir Rd., NW, Washington, DC 20007, United States
[4] Massachusetts Institute of Technology, the Center for Biological and Computational Learning, McGovern Institute for Brain Research and Brain & Cognitive Sciences Department, 77 Massachusetts Avenue, Bldg 46-5177B, Cambridge, MA 02139, United States

Source

IEEE transactions on pattern analysis and machine intelligence. 2007, Vol 29, Num 3, pp 411-426, 16 p ; ref : 70 ref

CODEN

ITPIDJ

ISSN

0162-8828

Scientific domain

Control theory, operational research; Computer science

Publisher

IEEE Computer Society, Los Alamitos, CA

Publication country

United States

Document type

Article

Language

English

Author keyword

Object recognition model neural network scene understanding visual cortex

Keyword (fr)

Analyse forme Analyse scène Appariement image Biologie Catégorisation Concordance forme Cortex visuel Forme géométrique Fouillis écho Intelligence artificielle Invariant Modélisation Orienté objet Reconnaissance forme Reconnaissance image Reconnaissance objet Redondance Réseau neuronal Structure hiérarchisée Système biologique Texture Traitement image Vision ordinateur Multiclasse

Keyword (en)

Pattern analysis Scene analysis Image matching Biology Categorization Pattern matching Visual cortex Geometrical shape Clutter Artificial intelligence Invariant Modeling Object oriented Pattern recognition Image recognition Object recognition Redundancy Neural network Hierarchized structure Biological system Texture Image processing Computer vision Multiclass

Keyword (es)

Análisis forma Análisis escena Biología Categorización Corteza visual Forma geométrica Confusión eco Inteligencia artificial Invariante Modelización Orientado objeto Reconocimiento patrón Reconocimiento imagen Redundancia Red neuronal Estructura jerarquizada Sistema biológico Textura Procesamiento imagen Visión ordenador Multiclase

Classification

Pascal

001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02C Artificial intelligence / 001D02C03 Pattern recognition. Digital image processing. Computational geometry

Discipline

Computer science : theoretical automation and systems

Origin

Inist-CNRS

Database

PASCAL

INIST identifier

18502264

Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS