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Visual Analysis of Behaviour: From Pixels to Semantics

Visual Analysis of Behaviour: From Pixels to Semantics

Paperback

General Computers

ISBN10: 1447161246
ISBN13: 9781447161240
Publisher: Springer Nature
Published: Aug 31 2014
Pages: 356
Weight: 1.16
Height: 0.78 Width: 6.14 Depth: 9.21
Language: English
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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General Computers