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Kniha Visual Analysis of Behaviour Shaogang Gong

Visual Analysis of Behaviour

From Pixels to Semantics

Autor: Shaogang Gong, Tao Xiang
Jazyk: Angličtina
Väzba: Pevná
Vydavateľ: Springer London Ltd
Dostupnosť: Skladom u dodávateľa
Odosielame za 10-18 dní
160.26 €
This book presents a comprehensive treatment of visual analysis of behaviour from computational-mode...

Informácie o knihe

Autor
Shaogang Gong, Tao Xiang
Jazyk
Angličtina
Väzba
Kniha - Pevná
Vydalo
2011
Stránok
356
EAN
9780857296696
ISBN
0857296698
Enbook ID
01400036
Vydavateľ
Springer London Ltd
Hmotnosť
692
Rozmery
166 x 245 x 20

Kompletný 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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