Visual Analysis of Behaviour

Name: Visual Analysis of Behaviour
Brand: Springer London Ltd
SKU: 9780857296696
Price: 3426 CZK
Availability: InStock

From Pixels to Semantics

Autor: Shaogang Gong, Tao Xiang

Jazyk:

Vazba: Pevná

Vydavatel: Springer London Ltd

Dostupnost: Skladem u dodavatele

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3 426 Kč

This book presents a comprehensive treatment of visual analysis of behaviour from computational-mode...

Informace o knize

Autor

Shaogang Gong, Tao Xiang

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2011

Stránek

356

EAN

9780857296696

ISBN

0857296698

Enbook ID

01400036

Vydavatel

Springer London Ltd

Hmotnost

692

Rozměry

166 x 245 x 20

Kompletní popis

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

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také