Visual Analysis of Behaviour From Pixels to Semantics /

• Κύριοι συγγραφείς: Gong, Shaogang (Συγγραφέας), Xiang, Tao (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: London : Springer London : Imprint: Springer, 2011.
• Θέματα: Computer science.; Mathematical statistics.; Computer graphics.; Image processing.; Pattern recognition.; Biometrics (Biology).; Social sciences.; Computer Science.; Computer Imaging, Vision, Pattern Recognition and Graphics.; Image Processing and Computer Vision.; Biometrics.; Pattern Recognition.; Probability and Statistics in Computer Science.; Social Sciences, general.

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...

Πίνακας περιεχομένων:

• 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.