Visual Analysis of Behaviour: From Pixels to Semantics - Image 1

£107.43

Springer Visual Analysis of Behaviour: From Pixels to Semantics

Name: Visual Analysis of Behaviour: From Pixels to Semantics
Brand: Springer
Price: 107.27 GBP
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Architecture & Microprocessors

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Description

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.

Product Specifications

Brand: Springer
Format: Hardcover
ASIN: 0857296698
Category: Books > Subjects > Computing & Internet > Computer Science > Architecture & Microprocessors
Domain: Amazon UK
Release Date: 27 May 2011
Listed Since: 24 March 2011

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Springer Visual Analysis of Behaviour: From Pixels to Semantics

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