bokomslag Visual Analysis of Behaviour
Data & IT

Visual Analysis of Behaviour

Shaogang Gong Tao Xiang

Inbunden

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  • 356 sidor
  • 2011
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.
  • Författare: Shaogang Gong, Tao Xiang
  • Format: Inbunden
  • ISBN: 9780857296696
  • Språk: Engelska
  • Antal sidor: 356
  • Utgivningsdatum: 2011-05-27
  • Förlag: Springer London Ltd