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On Hierarchical Models for Visual Recognition and Learning of Objects, Scenes, and Activities: 11 (Studies in Systems, Decision and Control) - Tapa blanda
Sinopsis
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.
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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.
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On Hierarchical Models for Visual Recognition and Learning of Objects, Scenes, and Activities
Publicado por
Springer International Publishing, 2016
ISBN 10: 3319358626
ISBN 13: 9783319358628
Nuevo
Tapa blanda
Librería: moluna, Greven, Alemania
Calificación del vendedor: 5 de 5 estrellas
Condición: 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. Nº de ref. del artículo: 448747087
Cantidad disponible: Más de 20 disponibles
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On Hierarchical Models for Visual Recognition and Learning of Objects, Scenes, and Activities (Studies in Systems, Decision and Control, 11)
Librería: Ria Christie Collections, Uxbridge, Reino Unido
Calificación del vendedor: 5 de 5 estrellas
Condición: New. In. Nº de ref. del artículo: ria9783319358628_new
Cantidad disponible: Más de 20 disponibles
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On Hierarchical Models for Visual Recognition and Learning of Objects, Scenes, and Activities
Publicado por
Springer International Publishing Okt 2016, 2016
ISBN 10: 3319358626
ISBN 13: 9783319358628
Nuevo
Taschenbuch
Librería: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Alemania
Calificación del vendedor: 5 de 5 estrellas
Taschenbuch. Condición: 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. Nº de ref. del artículo: 9783319358628
Cantidad disponible: 2 disponibles
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On Hierarchical Models for Visual Recognition and Learning of Objects, Scenes, and Activities
Publicado por
Springer International Publishing, 2016
ISBN 10: 3319358626
ISBN 13: 9783319358628
Nuevo
Taschenbuch
Librería: AHA-BUCH GmbH, Einbeck, Alemania
Calificación del vendedor: 5 de 5 estrellas
Taschenbuch. Condición: 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. Nº de ref. del artículo: 9783319358628
Cantidad disponible: 1 disponibles
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On Hierarchical Models for Visual Recognition and Learning of Objects, Scenes, and Activities (Studies in Systems, Decision and Control)
Librería: Chiron Media, Wallingford, Reino Unido
Calificación del vendedor: 4 de 5 estrellas
Paperback. Condición: New. Nº de ref. del artículo: 6666-IUK-9783319358628
Cantidad disponible: 10 disponibles
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On Hierarchical Models for Visual Recognition and Learning of Objects, Scenes, and Activities
Publicado por
Springer International Publishing, Springer International Publishing Okt 2016, 2016
ISBN 10: 3319358626
ISBN 13: 9783319358628
Nuevo
Taschenbuch
Librería: buchversandmimpf2000, Emtmannsberg, BAYE, Alemania
Calificación del vendedor: 5 de 5 estrellas
Taschenbuch. Condición: 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. Nº de ref. del artículo: 9783319358628
Cantidad disponible: 2 disponibles
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On Hierarchical Models for Visual Recognition and Learning of Objects, Scenes, and Activities (Studies in Systems, Decision and Control)
Librería: Books Puddle, New York, NY, Estados Unidos de America
Calificación del vendedor: 4 de 5 estrellas
Condición: New. pp. 216. Nº de ref. del artículo: 26378270985
Cantidad disponible: 4 disponibles
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On Hierarchical Models for Visual Recognition and Learning of Objects, Scenes, and Activities (Studies in Systems, Decision and Control)
Impresión bajo demandaLibrería: Majestic Books, Hounslow, Reino Unido
Calificación del vendedor: 5 de 5 estrellas
Condición: New. Print on Demand pp. 216. Nº de ref. del artículo: 385632982
Cantidad disponible: 4 disponibles
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On Hierarchical Models for Visual Recognition and Learning of Objects, Scenes, and Activities
Librería: Revaluation Books, Exeter, Reino Unido
Calificación del vendedor: 5 de 5 estrellas
Paperback. Condición: Brand New. reprint edition. 216 pages. 9.25x6.10x0.51 inches. In Stock. Nº de ref. del artículo: x-3319358626
Cantidad disponible: 2 disponibles
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On Hierarchical Models for Visual Recognition and Learning of Objects, Scenes, and Activities (Studies in Systems, Decision and Control, 11)
Librería: Lucky's Textbooks, Dallas, TX, Estados Unidos de America
Calificación del vendedor: 5 de 5 estrellas
Condición: New. Nº de ref. del artículo: ABLIING23Mar3113020094726
Cantidad disponible: Más de 20 disponibles