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Books > Computing & IT > Applications of computing > Image processing
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Visual Analysis of Behaviour - From Pixels to Semantics (Paperback, 2011 ed.)
Loot Price: R4,510
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Visual Analysis of Behaviour - From Pixels to Semantics (Paperback, 2011 ed.)
Expected to ship within 10 - 15 working days
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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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