Evolutionary Synthesis of Pattern Recognition Systems - Couverture rigide

Bhanu, Bir; Lin, Yingqiang; Krawiec, Krzysztof

Couverture rigide

ISBN 10 : 0387212957 ISBN 13 : 9780387212951

Editeur : Springer-Verlag New York Inc., 2005

Synopsis

Evolutionary computation is becoming increasingly important for computer vision and pattern recognition. It provides a systematic way of synthesizing and analyzing object detection and pattern recognition systems. Incorporating "learning" into recognition systems will enable these systems to automatically generate new features on the fly (evolve) and cleverly select a good subset of features according to the type of objects and images to which they are applied. This book investigates evolutionary computational techniques---such as genetic programming, linear genetic programming, coevolutionary genetic programming and genetic algorithms---to automate the synthesis and analysis of object detection and recognition systems.

A propos du livre

Présentation de l'éditeur

Integrates computer vision, pattern recognition, and AI. Presents original research that will benefit researchers and professionals in computer vision, pattern recognition, target recognition, machine learning, evolutionary learning, image processing, knowledge discovery and data mining, cybernetics, robotics, automation and psychology

Détails de l'édition

• Éditeur: Springer-Verlag New York Inc.
• Date d'édition: 2005
• Langue: anglais
• ISBN 10: 0387212957
• ISBN 13: 9780387212951
• Reliure: Relié
• Nombre de pages: 296
• Coordonnées du fabricant: non disponible
• Personne responsable: CMN Printpool Inh. Mathis Neumann; https://www.also.com/ec/cms5/en_6000/6000/index.jsp; ; Friedrich-Karl-Str. 9; Hamburg; Allemagne