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Synopsis
This book presents a comprehensive treatment of visual analysis of behaviour from computational-modelling and algorithm-design perspectives. Topics: covers learning-group activity models, unsupervised behaviour profiling, hierarchical behaviour discovery, learning behavioural context, modelling rare behaviours, and "man-in-the-loop" active learning; examines multi-camera behaviour correlation, person re-identification, and "connecting-the-dots" for abnormal behaviour detection; discusses Bayesian information criterion, Bayesian networks, "bag-of-words" representation, canonical correlation analysis, dynamic Bayesian networks, Gaussian mixtures, and Gibbs sampling; investigates hidden conditional random fields, hidden Markov models, human silhouette shapes, latent Dirichlet allocation, local binary patterns, locality preserving projection, and Markov processes; explores probabilistic graphical models, probabilistic topic models, space-time interest points, spectral clustering, and support vector machines.
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Visual Analysis of Behaviour: From Pixels to Semantics
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Springer, 2011
ISBN 10 : 0857296698
ISBN 13 : 9780857296696
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Visual Analysis of Behaviour
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Gebunden. Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Presents a comprehensive and unified treatment of visual analysis of behaviour from computational-modelling and algorithm-design perspectivesProvides analysis of current benchmarking databases and commercial systemsIncludes a helpful list o. N° de réf. du vendeur 5979382
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Visual Analysis of Behaviour: From Pixels to Semantics
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Visual Analysis of Behaviour: From Pixels to Semantics
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Springer-Verlag Publishing, 2011
ISBN 10 : 0857296698
ISBN 13 : 9780857296696
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Etat : Very Good. Very Good++; Hardcover; This book is brand new and still sealed in the publisher's original shrinkwrap; Corners are slightly "bumped" through the plastic; This book will be stored and delivered in a sturdy cardboard box with foam padding; Medium Format (8.5" - 9.75" tall); Green covers with title in white lettering; 2011, Springer-Verlag Publishing; 356 pages; "Visual Analysis of Behaviour: From Pixels to Semantics," by Shaogang Gong & Tao Xiang. N° de réf. du vendeur SKU-U66KA03307028
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Visual Analysis of Behaviour
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Springer London Mai 2011, 2011
ISBN 10 : 0857296698
ISBN 13 : 9780857296696
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Buch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book presents a comprehensive treatment of visual analysis of behaviour from computational-modelling and algorithm-design perspectives. Topics: covers learning-group activity models, unsupervised behaviour profiling, hierarchical behaviour discovery, learning behavioural context, modelling rare behaviours, and 'man-in-the-loop' active learning; examines multi-camera behaviour correlation, person re-identification, and 'connecting-the-dots' for abnormal behaviour detection; discusses Bayesian information criterion, Bayesian networks, 'bag-of-words' representation, canonical correlation analysis, dynamic Bayesian networks, Gaussian mixtures, and Gibbs sampling; investigates hidden conditional random fields, hidden Markov models, human silhouette shapes, latent Dirichlet allocation, local binary patterns, locality preserving projection, and Markov processes; explores probabilistic graphical models, probabilistic topic models, space-time interest points, spectral clustering, and support vector machines. 376 pp. Englisch. N° de réf. du vendeur 9780857296696
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Visual Analysis of Behaviour: From Pixels to Semantics
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Visual Analysis of Behaviour : From Pixels to Semantics
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Springer London, Springer London, 2011
ISBN 10 : 0857296698
ISBN 13 : 9780857296696
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Vendeur : AHA-BUCH GmbH, Einbeck, Allemagne
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Buch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - This book presents a comprehensive treatment of visual analysis of behaviour from computational-modelling and algorithm-design perspectives. Topics: covers learning-group activity models, unsupervised behaviour profiling, hierarchical behaviour discovery, learning behavioural context, modelling rare behaviours, and 'man-in-the-loop' active learning; examines multi-camera behaviour correlation, person re-identification, and 'connecting-the-dots' for abnormal behaviour detection; discusses Bayesian information criterion, Bayesian networks, 'bag-of-words' representation, canonical correlation analysis, dynamic Bayesian networks, Gaussian mixtures, and Gibbs sampling; investigates hidden conditional random fields, hidden Markov models, human silhouette shapes, latent Dirichlet allocation, local binary patterns, locality preserving projection, and Markov processes; explores probabilistic graphical models, probabilistic topic models, space-time interest points, spectral clustering, and support vector machines. N° de réf. du vendeur 9780857296696
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Visual Analysis of Behaviour
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Springer London, Springer London Mai 2011, 2011
ISBN 10 : 0857296698
ISBN 13 : 9780857296696
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Vendeur : buchversandmimpf2000, Emtmannsberg, BAYE, Allemagne
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Buch. Etat : Neu. Neuware -This book presents a comprehensive treatment of visual analysis of behaviour from computational-modelling and algorithm-design perspectives. Topics: covers learning-group activity models, unsupervised behaviour profiling, hierarchical behaviour discovery, learning behavioural context, modelling rare behaviours, and ¿man-in-the-loop¿ active learning; examines multi-camera behaviour correlation, person re-identification, and ¿connecting-the-dots¿ for abnormal behaviour detection; discusses Bayesian information criterion, Bayesian networks, ¿bag-of-words¿ representation, canonical correlation analysis, dynamic Bayesian networks, Gaussian mixtures, and Gibbs sampling; investigates hidden conditional random fields, hidden Markov models, human silhouette shapes, latent Dirichlet allocation, local binary patterns, locality preserving projection, and Markov processes; explores probabilistic graphical models, probabilistic topic models, space-time interest points, spectral clustering, and support vector machines.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 376 pp. Englisch. N° de réf. du vendeur 9780857296696
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Visual Analysis Of Behaviour: From Pixels To Semantics
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Springer, Berlin, 2011
ISBN 10 : 0857296698
ISBN 13 : 9780857296696
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Hardcover. Etat : Brand New. 375 pages. 9.00x6.25x1.00 inches. In Stock. N° de réf. du vendeur x-0857296698
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