Sinossi
Presenting state-of-the-art research advances of video event understanding technologies, this volume is a rich resource for future research and successful practice. The text covers visual surveillance, human-computer interaction, and video search and indexing etc.
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Dalla quarta di copertina
With the vast development of Internet and media technologies, intelligent video event analysis is a gradually growing field of research in recent decades. Significant challenges include how to handle background clutter, occlusions, as well as interactions. Another difficulty is the lacking of widely accepted definition of event in the literature. Though the research achievement is still far from its promise, steady progress has been made in past years. This book collects a set of selected contributions in this area from international experts including leading academic researchers, and industrial practitioners. It presents the latest advances of intelligent video event analysis in both theoretical and application viewpoints.
Topics and features:
· - Addresses the concept of events by introducing a double view of understanding meaningful events in gesture based interaction
· - Investigates motion segmentation based on the subspace technique by incorporating the cues from the neighbourhood of intensity edges of images
· - Provides the state of the art techniques on human action description, and recognition based on 3D spatial temporal features
· - Presents efficient object localization and detection approaches in challenging scenes
· - Describes motion analysis techniques in various applications including sports videos, household environment, and surveillance videos
It provides researchers and practitioners a rich resource for future research directions and successful practice. It could also serve as a reference tool and handbook for researchers in a number of applications including visual surveillance, human-computer interaction, and video search and indexing, etc. Graduate students working on video analysis in various disciplines such as computer vision, pattern recognition, information security, artificial intelligence will also find it useful.
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Intelligent Video Event Analysis and Understanding
Editore:
Springer Berlin Heidelberg Aug 2016, 2016
ISBN 10: 3662505851
ISBN 13: 9783662505854
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Da: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germania
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Taschenbuch. Condizione: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -With the vast development of Internet capacity and speed, as well as wide adop- tion of media technologies in people's daily life, a large amount of videos have been surging, and need to be efficiently processed or organized based on interest. The human visual perception system could, without difficulty, interpret and r- ognize thousands of events in videos, despite high level of video object clutters, different types of scene context, variability of motion scales, appearance changes, occlusions and object interactions. For a computer vision system, it has been be very challenging to achieve automatic video event understanding for decades. Broadly speaking, those challenges include robust detection of events under - tion clutters, event interpretation under complex scenes, multi-level semantic event inference, putting events in context and multiple cameras, event inference from object interactions, etc. In recent years, steady progress has been made towards better models for video event categorisation and recognition, e. g. , from modelling events with bag of spatial temporal features to discovering event context, from detecting events using a single camera to inferring events through a distributed camera network, and from low-level event feature extraction and description to high-level semantic event classification and recognition. Nowadays, text based video retrieval is widely used by commercial search engines. However, it is still very difficult to retrieve or categorise a specific video segment based on their content in a real multimedia system or in surveillance applications. 264 pp. Englisch. Codice articolo 9783662505854
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Intelligent Video Event Analysis and Understanding
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Condizione: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Recent research in intelligent video event analysisEdited Outcome of the 1st International Workshop on Video Event Categorization, Tagging and Retrieval (VECTaR2009) held in Xi an, China, September 2009Written by leading experts. Codice articolo 458744306
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Taschenbuch. Condizione: Neu. Intelligent Video Event Analysis and Understanding | Jianguo Zhang (u. a.) | Taschenbuch | x | Englisch | 2016 | Springer-Verlag GmbH | EAN 9783662505854 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu. Codice articolo 112067121
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Intelligent Video Event Analysis and Understanding
ISBN 10: 3662505851
ISBN 13: 9783662505854
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Taschenbuch. Condizione: Neu. This item is printed on demand - Print on Demand Titel. Neuware -With the vast development of Internet capacity and speed, as well as wide adop- tion of media technologies in people¿s daily life, a large amount of videos have been surging, and need to be efficiently processed or organized based on interest. The human visual perception system could, without difficulty, interpret and r- ognize thousands of events in videos, despite high level of video object clutters, different types of scene context, variability of motion scales, appearance changes, occlusions and object interactions. For a computer vision system, it has been be very challenging to achieve automatic video event understanding for decades. Broadly speaking, those challenges include robust detection of events under - tion clutters, event interpretation under complex scenes, multi-level semantic event inference, putting events in context and multiple cameras, event inference from object interactions, etc. In recent years, steady progress has been made towards better models for video event categorisation and recognition, e. g. , from modelling events with bag of spatial temporal features to discovering event context, from detecting events using a single camera to inferring events through a distributed camera network, and from low-level event feature extraction and description to high-level semantic event classification and recognition. Nowadays, text based video retrieval is widely used by commercial search engines. However, it is still very difficult to retrieve or categorise a specific video segment based on their content in a real multimedia system or in surveillance applications.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 264 pp. Englisch. Codice articolo 9783662505854
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Intelligent Video Event Analysis and Understanding
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Springer Berlin Heidelberg, 2016
ISBN 10: 3662505851
ISBN 13: 9783662505854
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Da: AHA-BUCH GmbH, Einbeck, Germania
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Taschenbuch. Condizione: Neu. Druck auf Anfrage Neuware - Printed after ordering - With the vast development of Internet capacity and speed, as well as wide adop- tion of media technologies in people's daily life, a large amount of videos have been surging, and need to be efficiently processed or organized based on interest. The human visual perception system could, without difficulty, interpret and r- ognize thousands of events in videos, despite high level of video object clutters, different types of scene context, variability of motion scales, appearance changes, occlusions and object interactions. For a computer vision system, it has been be very challenging to achieve automatic video event understanding for decades. Broadly speaking, those challenges include robust detection of events under - tion clutters, event interpretation under complex scenes, multi-level semantic event inference, putting events in context and multiple cameras, event inference from object interactions, etc. In recent years, steady progress has been made towards better models for video event categorisation and recognition, e. g. , from modelling events with bag of spatial temporal features to discovering event context, from detecting events using a single camera to inferring events through a distributed camera network, and from low-level event feature extraction and description to high-level semantic event classification and recognition. Nowadays, text based video retrieval is widely used by commercial search engines. However, it is still very difficult to retrieve or categorise a specific video segment based on their content in a real multimedia system or in surveillance applications. Codice articolo 9783662505854
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Intelligent Video Event Analysis and Understanding (Studies in Computational Intelligence)
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Paperback. Condizione: Brand New. reprint edition. 251 pages. 9.25x6.10x0.60 inches. In Stock. Codice articolo 3662505851
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Intelligent Video Event Analysis and Understanding (Studies in Computational Intelligence, 332)
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Paperback. Condizione: Like New. LIKE NEW. SHIPS FROM MULTIPLE LOCATIONS. book. Codice articolo ERICA80036625058516
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