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Více informací o knize Visual Analysis of Behaviour

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Anotace knihy

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.

Parametry knihy

Zařazení knihy Knihy v angličtině Computing & information technology Computer science Artificial intelligence

• Plný název: Visual Analysis of Behaviour
• Podnázev: From Pixels to Semantics
• Autor: Shaogang Gong, Tao Xiang
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 356
• EAN: 9780857296696
• ISBN: 0857296698
• ID: 01400036
• Nakladatelství: Springer London Ltd
• Hmotnost: 692 g
• Rozměry: 245 × 166 × 20 mm
• Datum vydání: 27. May 2011

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