Visual Analysis of Behaviour: From Pixels to Semantics
Gong, Shaogang; Xiang, Tao
Sold by Lucky's Textbooks, Dallas, TX, U.S.A.
AbeBooks Seller since 22 July 2022
New - Soft cover
Condition: New
Quantity: Over 20 available
Add to basketSold by Lucky's Textbooks, Dallas, TX, U.S.A.
AbeBooks Seller since 22 July 2022
Condition: New
Quantity: Over 20 available
Add to basketDemand continues to grow worldwide, from both government and commerce, for technologies capable of automatically selecting and identifying object and human behaviour.
This accessible text/reference presents a comprehensive and unified treatment of visual analysis of behaviour from computational-modelling and algorithm-design perspectives. The book provides in-depth discussion on computer vision and statistical machine learning techniques, in addition to reviewing a broad range of behaviour modelling problems. A mathematical background is not required to understand the content, although readers will benefit from modest knowledge of vectors and matrices, eigenvectors and eigenvalues, linear algebra, optimisation, multivariate analysis, probability, statistics and calculus.
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A valuable resource for both researchers in computer vision and machine learning, and for developers of commercial applications, the book can also serve as a useful reference for postgraduate students of computer science and behavioural science. Furthermore, policymakers and commercial managers will find this an informed guide on intelligent video analytics systems.
Dr. Shaogang Gong is a Professor of Visual Computation in the School of Electronic Engineering and Computer Science at Queen Mary University of London, UK. Dr. Tao Xiang is a Lecturer at the same institution.
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