Evolutionary Algorithms in Digital Image Processing: A Hybrid Approach - Couverture souple

Maslov, Igor; Gertner, Izidor

 
9783838313269: Evolutionary Algorithms in Digital Image Processing: A Hybrid Approach
Couverture souple
ISBN 10 : 3838313267 ISBN 13 : 9783838313269
Editeur : LAP LAMBERT Academic Publishing, 2009

Synopsis

Continually growing complexity of problems arising in digital imaging and necessity to deal with changing, dynamic, and uncertain information put higher demands on the existing systems of processing visual information. Their limitations and frequent inefficiency make researchers turn their attention to new methods capable of autonomous adjustment and self-adaptation to volatile inputs, tasks and conditions. This book investigates various aspects of using Evolutionary algorithms as a unified platform applied to a number of problems arising in image processing. In particular, the areas of image registration, and object or pattern recognition are addressed when the images of interest display significant distortion due to some physical or geometrical conditions. The book explores a broad range of models, algorithms, and techniques which implement advanced concepts of hybridization in Evolutionary algorithms and can improve their computational performance in solving imaging problems. The book will be useful for professionals working in the areas of digital image processing and Evolutionary computations.

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Présentation de l'éditeur

Continually growing complexity of problems arising in digital imaging and necessity to deal with changing, dynamic, and uncertain information put higher demands on the existing systems of processing visual information. Their limitations and frequent inefficiency make researchers turn their attention to new methods capable of autonomous adjustment and self-adaptation to volatile inputs, tasks and conditions. This book investigates various aspects of using Evolutionary algorithms as a unified platform applied to a number of problems arising in image processing. In particular, the areas of image registration, and object or pattern recognition are addressed when the images of interest display significant distortion due to some physical or geometrical conditions. The book explores a broad range of models, algorithms, and techniques which implement advanced concepts of hybridization in Evolutionary algorithms and can improve their computational performance in solving imaging problems. The book will be useful for professionals working in the areas of digital image processing and Evolutionary computations.

Biographie de l'auteur

Dr. Igor V. Maslov, Ph.D.: Earned Ph.D. degree in Mechanical Engineering from Leningrad Shipbuilding Institute, and Ph.D. degree in Computer Science from City University of New York. Associate Professor at the Department of Intelligent Computing Technologies, St.-Petersburg State Polytechnical University. Professional Member of the ACM.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2009
Langue
anglais
ISBN 10 
3838313267
ISBN 13 
9783838313269
Reliure
Broché
Nombre de pages
288
Coordonnées du fabricant
non disponible
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