On Hierarchical Models for Visual Recognition and Learning of Objects, Scenes, and Activities - Couverture souple

Livre 12 sur 378: Studies in Systems, Decision and Control

Spehr, Jens

9783319358628: On Hierarchical Models for Visual Recognition and Learning of Objects, Scenes, and Activities

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ISBN 10 : 3319358626 ISBN 13 : 9783319358628

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Introduction.- Probabilistic Graphical Models.- Hierarchical Graphical Models.- Learning of Hierarchical Models.-Object Recognition.- Human Pose Estimation.- Scene Understanding for Intelligent Vehicles.- Conclusion.

Les informations fournies dans la section � Synopsis � peuvent faire r�f�rence � une autre �dition de ce titre.

�diteur: Springer
Date d'�dition: 2016
Langue: anglais
ISBN 10: 3319358626
ISBN 13: 9783319358628
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Nombre de pages: 216
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On Hierarchical Models for Visual Recognition and Learning of Objects, Scenes, and Activities (eng)

Spehr, Jens

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On Hierarchical Models for Visual Recognition and Learning of Objects, Scenes, and Activities (Studies in Systems, Decision and Control, 11)

Spehr, Jens

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ISBN 10 : 3319358626 ISBN 13 : 9783319358628

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On Hierarchical Models for Visual Recognition and Learning of Objects, Scenes, and Activities

Jens Spehr

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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -In many computer vision applications, objects have to be learned and recognized in images or image sequences. This book presents new probabilistic hierarchical models that allow an efficient representation of multiple objects of different categories, scales, rotations, and views. The idea is to exploit similarities between objects and object parts in order to share calculations and avoid redundant information. Furthermore inference approaches for fast and robust detection are presented. These new approaches combine the idea of compositional and similarity hierarchies and overcome limitations of previous methods. Besides classical object recognition the book shows the use for detection of human poses in a project for gait analysis. The use of activity detection is presented for the design of environments for ageing, to identify activities and behavior patterns in smart homes. In a presented project for parking spot detection using an intelligent vehicle, the proposed approaches are used to hierarchically model the environment of the vehicle for an efficient and robust interpretation of the scene in real-time. 216 pp. Englisch. N� de r�f. du vendeur 9783319358628

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On Hierarchical Models for Visual Recognition and Learning of Objects, Scenes, and Activities (Studies in Systems, Decision and Control)

Jens Spehr

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On Hierarchical Models for Visual Recognition and Learning of Objects, Scenes, and Activities

Jens Spehr

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ISBN 10 : 3319358626 ISBN 13 : 9783319358628

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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Provides important basic concepts, efficient methods as well as practical how-to examples for the use of hierarchical graphical modelsDiscusses the importance and the relationship between sharing and similarity of objects and object parts for ef. N� de r�f. du vendeur 448747087

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On Hierarchical Models for Visual Recognition and Learning of Objects, Scenes, and Activities

Jens Spehr

Edit� par Springer International Publishing, 2016

ISBN 10 : 3319358626 ISBN 13 : 9783319358628

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On Hierarchical Models for Visual Recognition and Learning of Objects, Scenes, and Activities

Jens Spehr

Edit� par Springer International Publishing, Springer International Publishing Okt 2016, 2016

ISBN 10 : 3319358626 ISBN 13 : 9783319358628

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Vendeur : buchversandmimpf2000, Emtmannsberg, BAYE, Allemagne

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Taschenbuch. Etat : Neu. Neuware -In many computer vision applications, objects have to be learned and recognized in images or image sequences. This book presents new probabilistic hierarchical models that allow an efficient representation of multiple objects of different categories, scales, rotations, and views. The idea is to exploit similarities between objects and object parts in order to share calculations and avoid redundant information. Furthermore inference approaches for fast and robust detection are presented. These new approaches combine the idea of compositional and similarity hierarchies and overcome limitations of previous methods. Besides classical object recognition the book shows the use for detection of human poses in a project for gait analysis. The use of activity detection is presented for the design of environments for ageing, to identify activities and behavior patterns in smart homes. In a presented project for parking spot detection using an intelligent vehicle, the proposed approaches are used to hierarchically model the environment of the vehicle for an efficient and robust interpretation of the scene in real-time.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 216 pp. Englisch. N� de r�f. du vendeur 9783319358628

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On Hierarchical Models for Visual Recognition and Learning of Objects, Scenes, and Activities

Jens Spehr

Edit� par Springer International Publishing, 2016

ISBN 10 : 3319358626 ISBN 13 : 9783319358628

Neuf Taschenbuch

Vendeur : AHA-BUCH GmbH, Einbeck, Allemagne

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Taschenbuch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - In many computer vision applications, objects have to be learned and recognized in images or image sequences. This book presents new probabilistic hierarchical models that allow an efficient representation of multiple objects of different categories, scales, rotations, and views. The idea is to exploit similarities between objects and object parts in order to share calculations and avoid redundant information. Furthermore inference approaches for fast and robust detection are presented. These new approaches combine the idea of compositional and similarity hierarchies and overcome limitations of previous methods. Besides classical object recognition the book shows the use for detection of human poses in a project for gait analysis. The use of activity detection is presented for the design of environments for ageing, to identify activities and behavior patterns in smart homes. In a presented project for parking spot detection using an intelligent vehicle, the proposed approaches are used to hierarchically model the environment of the vehicle for an efficient and robust interpretation of the scene in real-time. N� de r�f. du vendeur 9783319358628

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On Hierarchical Models for Visual Recognition and Learning of Objects, Scenes, and Activities

Spehr, Jens

Edit� par Springer Verlag, 2016

ISBN 10 : 3319358626 ISBN 13 : 9783319358628

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Paperback. Etat : Brand New. reprint edition. 216 pages. 9.25x6.10x0.51 inches. In Stock. N� de r�f. du vendeur x-3319358626

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On Hierarchical Models for Visual Recognition and Learning of Objects, Scenes, and Activities (Studies in Systems, Decision and Control, 11)

Spehr, Jens

Edit� par Springer, 2016

ISBN 10 : 3319358626 ISBN 13 : 9783319358628

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