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On Hierarchical Models for Visual Recognition and Learning of Objects, Scenes, and Activities - Couverture souple
Synopsis
Introduction.- Probabilistic Graphical Models.- Hierarchical Graphical Models.- Learning of Hierarchical Models.-Object Recognition.- Human Pose Estimation.- Scene Understanding for Intelligent Vehicles.- Conclusion.
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On Hierarchical Models for Visual Recognition and Learning of Objects, Scenes, and Activities
Edité par
Springer International Publishing, 2016
ISBN 10 : 3319358626
ISBN 13 : 9783319358628
Neuf
Couverture souple
Vendeur : moluna, Greven, Allemagne
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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 réf. du vendeur 448747087
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On Hierarchical Models for Visual Recognition and Learning of Objects, Scenes, and Activities (Studies in Systems, Decision and Control, 11)
Vendeur : Ria Christie Collections, Uxbridge, Royaume-Uni
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Etat : New. In. N° de réf. du vendeur ria9783319358628_new
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On Hierarchical Models for Visual Recognition and Learning of Objects, Scenes, and Activities
Edité par
Springer International Publishing, 2016
ISBN 10 : 3319358626
ISBN 13 : 9783319358628
Neuf
Taschenbuch
Vendeur : AHA-BUCH GmbH, Einbeck, Allemagne
Évaluation du vendeur 5 sur 5 étoiles
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 réf. du vendeur 9783319358628
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On Hierarchical Models for Visual Recognition and Learning of Objects, Scenes, and Activities
Edité par
Springer International Publishing Okt 2016, 2016
ISBN 10 : 3319358626
ISBN 13 : 9783319358628
Neuf
Taschenbuch
Vendeur : BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Allemagne
Évaluation du vendeur 5 sur 5 étoiles
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 réf. du vendeur 9783319358628
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On Hierarchical Models for Visual Recognition and Learning of Objects, Scenes, and Activities
ISBN 10 : 3319358626
ISBN 13 : 9783319358628
Neuf
Taschenbuch
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 réf. 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)
Vendeur : Chiron Media, Wallingford, Royaume-Uni
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Paperback. Etat : New. N° de réf. du vendeur 6666-IUK-9783319358628
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On Hierarchical Models for Visual Recognition and Learning of Objects, Scenes, and Activities (Studies in Systems, Decision and Control)
Vendeur : Books Puddle, New York, NY, Etats-Unis
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Etat : New. pp. 216. N° de réf. du vendeur 26378270985
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On Hierarchical Models for Visual Recognition and Learning of Objects, Scenes, and Activities (Studies in Systems, Decision and Control)
impression à la demandeVendeur : Majestic Books, Hounslow, Royaume-Uni
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Etat : New. Print on Demand pp. 216. N° de réf. du vendeur 385632982
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On Hierarchical Models for Visual Recognition and Learning of Objects, Scenes, and Activities (Studies in Systems, Decision and Control)
impression à la demandeVendeur : Biblios, Frankfurt am main, HESSE, Allemagne
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Etat : New. PRINT ON DEMAND pp. 216. N° de réf. du vendeur 18378270979
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On Hierarchical Models for Visual Recognition and Learning of Objects, Scenes, and Activities
Vendeur : Revaluation Books, Exeter, Royaume-Uni
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Paperback. Etat : Brand New. reprint edition. 216 pages. 9.25x6.10x0.51 inches. In Stock. N° de réf. du vendeur x-3319358626
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