Visual Analysis of Behaviour From Pixels to Semantics /

Demand 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-mode...

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Détails bibliographiques
Cote:Libro Electrónico
Auteurs principaux: Gong, Shaogang (Auteur), Xiang, Tao (Auteur)
Collectivité auteur: SpringerLink (Online service)
Format: Électronique eBook
Langue:Inglés
Publié: London : Springer London : Imprint: Springer, 2011.
Édition:1st ed. 2011.
Sujets:
Image processing-Digital techniques.
Computer vision.
Biometric identification.
Pattern recognition systems.
Computer science-Mathematics.
Mathematical statistics.
Social sciences.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Computer Vision.
Biometrics.
Automated Pattern Recognition.
Probability and Statistics in Computer Science.
Society.
Accès en ligne:Texto Completo
Table des matières:
  • 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.

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