Liknande böcker
Visual Analysis of Behaviour
Bok av Shaogang Gong
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.
3 utgåvor
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Visual Analysis of Behaviour : From Pixels to SemanticsEngelska - E-bok
ISBN: 9780857296702
ISBN: 9780857296702
Visual Analysis of Behaviour : From Pixels to SemanticsEngelska - Inbunden
ISBN: 9780857296696
ISBN: 9780857296696
Visual Analysis of Behaviour : From Pixels to SemanticsEngelska - Pocket
ISBN: 9781447161240
ISBN: 9781447161240
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Visual Analysis of Behaviour
1633 kr
Finns i lager
Visual Analysis of Behaviour : From Pixels to Semantics
1739 kr
Finns i lager