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Visual Analysis of Behaviour - From Pixels to Semantics (Paperback, 2011 ed.) Loot Price: R4,372
Discovery Miles 43 720
Visual Analysis of Behaviour - From Pixels to Semantics (Paperback, 2011 ed.): Shaogang Gong, Tao Xiang

Visual Analysis of Behaviour - From Pixels to Semantics (Paperback, 2011 ed.)

Shaogang Gong, Tao Xiang

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Loot Price R4,372 Discovery Miles 43 720 | Repayment Terms: R410 pm x 12*

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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.

General

Imprint: Springer London
Country of origin: United Kingdom
Release date: August 2014
First published: 2011
Authors: Shaogang Gong • Tao Xiang
Dimensions: 235 x 155 x 20mm (L x W x T)
Format: Paperback
Pages: 356
Edition: 2011 ed.
ISBN-13: 978-1-4471-6124-0
Categories: Books > Social sciences > General
Books > Computing & IT > General theory of computing > Mathematical theory of computation
Books > Computing & IT > Applications of computing > Pattern recognition
Books > Science & Mathematics > Mathematics > Applied mathematics > Mathematics for scientists & engineers
Books > Computing & IT > Applications of computing > Artificial intelligence > Computer vision
Books > Computing & IT > Applications of computing > Image processing > General
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LSN: 1-4471-6124-6
Barcode: 9781447161240

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