Hierarchical Neural Networks for Image Interpretation - Couverture souple

Behnke, Sven

 
9783540407225: Hierarchical Neural Networks for Image Interpretation
Couverture souple
ISBN 10 : 3540407227 ISBN 13 : 9783540407225
Editeur : Springer, 2008

Synopsis

Human performance in visual perception by far exceeds the performance of contemporary computer vision systems. While humans are able to perceive their environment almost instantly and reliably under a wide range of conditions, computer vision systems work well only under controlled conditions in limited domains.

This book sets out to reproduce the robustness and speed of human perception by proposing a hierarchical neural network architecture for iterative image interpretation. The proposed architecture can be trained using unsupervised and supervised learning techniques.

Applications of the proposed architecture are illustrated using small networks. Furthermore, several larger networks were trained to perform various nontrivial computer vision tasks.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer
Date d'édition
2008
Langue
anglais
ISBN 10 
3540407227
ISBN 13 
9783540407225
Reliure
Broché
Nombre de pages
240
Coordonnées du fabricant
ProductSafety@springernature.com
ProductSafety@springernature.com

Poststr. 9
Darmstadt
64293
Allemagne

Autres éditions populaires du même titre

9783662202609: Hierarchical Neural Networks for Image Interpretation

Edition présentée

ISBN 10 :  3662202603 ISBN 13 :  9783662202609
Editeur : Springer, 2014
Couverture souple