Articles liés à Genetic Programming for Image Classification: An Automated...
Genetic Programming for Image Classification: An Automated Approach to Feature Learning - Couverture rigide
Synopsis
This book offers several new GP approaches to feature learning for image classification. Image classification is an important task in computer vision and machine learning with a wide range of applications. Feature learning is a fundamental step in image classification, but it is difficult due to the high variations of images. Genetic Programming (GP) is an evolutionary computation technique that can automatically evolve computer programs to solve any given problem. This is an important research field of GP and image classification. No book has been published in this field. This book shows how different techniques, e.g., image operators, ensembles, and surrogate, are proposed and employed to improve the accuracy and/or computational efficiency of GP for image classification. The proposed methods are applied to many different image classification tasks, and the effectiveness and interpretability of the learned models will be demonstrated. This book is suitable as a graduate andpostgraduate level textbook in artificial intelligence, machine learning, computer vision, and evolutionary computation.
Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.
- ÉditeurSpringer Nature Switzerland AG
- Date d'édition2021
- ISBN 10 3030659267
- ISBN 13 9783030659264
- ReliureRelié
- Langueanglais
- Numéro d'édition1
- Nombre de pages258
- Coordonnées du fabricantnon disponible
Acheter neuf
Afficher cet article
EUR 136,16
EUR 9,70 expédition depuis Allemagne vers France
Destinations, frais et délais
Résultats de recherche pour Genetic Programming for Image Classification: An Automated...
Image fournie par le vendeur
Genetic Programming for Image Classification
Edité par
Springer International Publishing, 2021
ISBN 10 : 3030659267
ISBN 13 : 9783030659264
Neuf
Couverture rigide
Vendeur : moluna, Greven, Allemagne
Évaluation du vendeur 5 sur 5 étoiles
Gebunden. Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Introduces a series of typical Genetic Programming-based approaches to feature learning in image classification Provides broad perceptive insights on what and how Genetic Programming can offer and shows a comprehensive and systematic resear. N° de réf. du vendeur 448686412
Quantité disponible : Plus de 20 disponibles
Image fournie par le vendeur
Genetic Programming for Image Classification : An Automated Approach to Feature Learning
Edité par
Springer International Publishing, 2021
ISBN 10 : 3030659267
ISBN 13 : 9783030659264
Neuf
Couverture rigide
Vendeur : AHA-BUCH GmbH, Einbeck, Allemagne
Évaluation du vendeur 5 sur 5 étoiles
Buch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - This book offers several new GP approaches to feature learning for image classification. Image classification is an important task in computer vision and machine learning with a wide range of applications. Feature learning is a fundamental step in image classification, but it is difficult due to the high variations of images. Genetic Programming (GP) is an evolutionary computation technique that can automatically evolve computer programs to solve any given problem. This is an important research field of GP and image classification. No book has been published in this field. This book shows how different techniques, e.g., image operators, ensembles, and surrogate, are proposed and employed to improve the accuracy and/or computational efficiency of GP for image classification. The proposed methods are applied to many different image classification tasks, and the effectiveness and interpretability of the learned models will be demonstrated. This book is suitable as a graduate andpostgraduate level textbook in artificial intelligence, machine learning, computer vision, and evolutionary computation. N° de réf. du vendeur 9783030659264
Quantité disponible : 1 disponible(s)
Image fournie par le vendeur
Genetic Programming for Image Classification
Edité par
Springer International Publishing Feb 2021, 2021
ISBN 10 : 3030659267
ISBN 13 : 9783030659264
Neuf
Couverture rigide
Vendeur : BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Allemagne
Évaluation du vendeur 5 sur 5 étoiles
Buch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book offers several new GP approaches to feature learning for image classification. Image classification is an important task in computer vision and machine learning with a wide range of applications. Feature learning is a fundamental step in image classification, but it is difficult due to the high variations of images. Genetic Programming (GP) is an evolutionary computation technique that can automatically evolve computer programs to solve any given problem. This is an important research field of GP and image classification. No book has been published in this field. This book shows how different techniques, e.g., image operators, ensembles, and surrogate, are proposed and employed to improve the accuracy and/or computational efficiency of GP for image classification. The proposed methods are applied to many different image classification tasks, and the effectiveness and interpretability of the learned models will be demonstrated. This book is suitable as a graduate and postgraduate level textbook in artificial intelligence, machine learning, computer vision, and evolutionary computation. 288 pp. Englisch. N° de réf. du vendeur 9783030659264
Quantité disponible : 2 disponible(s)
Image d'archives
Genetic Programming for Image Classification: An Automated Approach to Feature Learning (Adaptation, Learning, and Optimization, 24)
Vendeur : Ria Christie Collections, Uxbridge, Royaume-Uni
Évaluation du vendeur 5 sur 5 étoiles
Etat : New. In. N° de réf. du vendeur ria9783030659264_new
Quantité disponible : Plus de 20 disponibles
Image fournie par le vendeur
Genetic Programming for Image Classification
ISBN 10 : 3030659267
ISBN 13 : 9783030659264
Neuf
Couverture rigide
Vendeur : buchversandmimpf2000, Emtmannsberg, BAYE, Allemagne
Évaluation du vendeur 5 sur 5 étoiles
Buch. Etat : Neu. Neuware -This book offers several new GP approaches to feature learning for image classification. Image classification is an important task in computer vision and machine learning with a wide range of applications. Feature learning is a fundamental step in image classification, but it is difficult due to the high variations of images. Genetic Programming (GP) is an evolutionary computation technique that can automatically evolve computer programs to solve any given problem. This is an important research field of GP and image classification. No book has been published in this field. This book shows how different techniques, e.g., image operators, ensembles, and surrogate, are proposed and employed to improve the accuracy and/or computational efficiency of GP for image classification. The proposed methods are applied to many different image classification tasks, and the effectiveness and interpretability of the learned models will be demonstrated. This book is suitable as a graduate andpostgraduate level textbook in artificial intelligence, machine learning, computer vision, and evolutionary computation.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 288 pp. Englisch. N° de réf. du vendeur 9783030659264
Quantité disponible : 2 disponible(s)
Image d'archives
Genetic Programming for Image Classification: An Automated Approach to Feature Learning (Adaptation, Learning, and Optimization, 24)
Vendeur : Lucky's Textbooks, Dallas, TX, Etats-Unis
Évaluation du vendeur 5 sur 5 étoiles
Etat : New. N° de réf. du vendeur ABLIING23Mar3113020025741
Quantité disponible : Plus de 20 disponibles
Image d'archives
Genetic Programming for Image Classification: An Automated Approach to Feature Learning
Vendeur : Revaluation Books, Exeter, Royaume-Uni
Évaluation du vendeur 5 sur 5 étoiles
Hardcover. Etat : Brand New. 286 pages. 9.25x6.10x0.83 inches. In Stock. N° de réf. du vendeur x-3030659267
Quantité disponible : 2 disponible(s)
Image d'archives
Genetic Programming for Image Classification: An Automated Approach to Feature Learning (Adaptation, Learning, and Optimization, 24)
Vendeur : Mispah books, Redhill, SURRE, Royaume-Uni
Évaluation du vendeur 4 sur 5 étoiles
Hardcover. Etat : New. New. book. N° de réf. du vendeur ERICA80030306592676
Quantité disponible : 1 disponible(s)