Visual Analysis of Behaviour: From Pixels to Semantics,Used

Visual Analysis of Behaviour: From Pixels to Semantics,Used

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SKU: SONG0857296698
Brand: Springer
Condition: Used
$180.12
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This book presents a comprehensive treatment of visual analysis of behaviour from computationalmodelling and algorithmdesign perspectives. Topics: covers learninggroup activity models, unsupervised behaviour profiling, hierarchical behaviour discovery, learning behavioural context, modelling rare behaviours, and manintheloop active learning; examines multicamera behaviour correlation, person reidentification, and connectingthedots for abnormal behaviour detection; discusses Bayesian information criterion, Bayesian networks, bagofwords 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, spacetime interest points, spectral clustering, and support vector machines.

⚠️ WARNING (California Proposition 65):

This product may contain chemicals known to the State of California to cause cancer, birth defects, or other reproductive harm.

For more information, please visit www.P65Warnings.ca.gov.

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