Visual Analysis of Behaviour: From Pixels to Semantics

Author:   Shaogang Gong ,  Tao Xiang
Publisher:   Springer London Ltd
Edition:   2011 ed.
ISBN:  

9781447161240


Pages:   356
Publication Date:   31 August 2014
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

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Visual Analysis of Behaviour: From Pixels to Semantics


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Author:   Shaogang Gong ,  Tao Xiang
Publisher:   Springer London Ltd
Imprint:   Springer London Ltd
Edition:   2011 ed.
Dimensions:   Width: 15.50cm , Height: 2.00cm , Length: 23.50cm
Weight:   0.575kg
ISBN:  

9781447161240


ISBN 10:   1447161246
Pages:   356
Publication Date:   31 August 2014
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Part I: Introduction.- About Behaviour.- Behaviour in Context.- Towards Modelling Behaviour.- Part II: Single-Object Behaviour.- Understanding Facial Expression.- Modelling Gesture.- Action Recognition.- Part III: Group Behaviour.- Supervised Learning of Group Activity.- Unsupervised Behaviour Profiling.- Hierarchical Behaviour Discovery.- Learning Behavioural Context.- Modelling Rare and Subtle Behaviours.- Man in the Loop.- Part IV: Distributed Behaviour.- Multi-Camera Behaviour Correlation.- Person Re-Identification.- Connecting the Dots.- Epilogue.

Reviews

From the reviews: The book aims to describe, analyze, and present the problem of visual analysis of behaviour of objects, with an emphasis on behaviour of people. I have thoroughly enjoyed going through the book and find it a strong contribution to the area of computer vision and automated visual analysis. The book is well suited for academics and researchers and would be a great resource for implementing any of the algorithms described therein. (Elena Corina Grigore, Perception, Vol. 42, 2013) This book presents a comprehensive introduction to algorithms and methodologies for representing, learning, recognizing, interpreting and predicting human behaviour, on the basis of visual data. Examples of human behaviour are given by facial expression, body gesture and human action. The book is mainly intended for readers interested in applications in the fields of visual surveillance, video indexing and search, robotics and healthcare, interaction, animation and computer games. (Patrizio Frosini, Zentralblatt MATH, Vol. 1238, 2012)


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