Neural Networks for Vision and Image Processing - Couverture souple

Couverture souple

ISBN 10 : 0262531089 ISBN 13 : 9780262531085

Editeur : Bradford Books, 1992

Synopsis

This interdisciplinary survey brings together recent models and experiments on how the brain sees and learns to recognize objects. It shows how to use these insights in technology and describes how neural networks provide a unifying computational framework for reaching these goals. Several chapters describe experiments in neurobiology and visual perception that clarify properties of biological vision and key conceptual issues that biological models need to address. Other chapters describe neural and computational models of biological vision that address such issues and clarify processes whereby biological vision derives its remarkable flexibility and power. Still other chapters use biologically derived models or heuristics to suggest neural network solutions to challenging technological problems in computer vision. Topics range from analyses of motion, depth, color and form to new concepts about learning, attention, pattern recognition, and hardware implementation.

A propos du livre

À propos de l?auteur

Gail A. Carpenter is Professor of Mathematics and Cognitive and Neural Systems and Director of the CNS Technology Lab at Boston University.

Stephen Grossberg is Professor of Mathematics, Psychology, and Biomedical Engineering and Director of the Center for Adaptive Systems at Boston University.

Détails de l'édition

• Éditeur: Bradford Books
• Date d'édition: 1992
• Langue: anglais
• ISBN 10: 0262531089
• ISBN 13: 9780262531085
• Reliure: Broché
• Nombre de pages: 486
• Éditeur: Carpenter Gail A., Grossberg Stephen
• Coordonnées du fabricant: non disponible
• Personne responsable: Buchpark GmbH; gpsr@buchpark.de; ; Krügerweg 1; Trebbin; Brandenburg; 14959; Allemagne