Computer analysis of human behavior
著者
書誌事項
Computer analysis of human behavior
Springer, c2011
- : hbk.
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内容説明・目次
内容説明
This book provides a broad survey of advanced pattern recognition techniques for human behavior analysis. Clearly structured, the book begins with concise coverage of the major concepts, before introducing the most frequently used techniques and algorithms in detail, and then discussing examples of real applications. Features: contains contributions from an international selection of experts in the field; presents a thorough introduction to the fundamental topics of human behavior analysis; investigates methods for activity recognition, including gait and posture analysis, hand gesture analysis, and semantics of human behavior in image sequences; provides an accessible psychological treatise on social signals for the analysis of social behaviors; discusses voice and speech analysis, combined audiovisual cues, and social interactions and group dynamics; examines applications in different research fields; each chapter concludes with review questions, a summary of the topics covered, and a glossary.
目次
Part I: Tools of the Trade
Bayesian Methods for the Analysis of Human Behavior
Gwenn Englebienne
Introduction to Sequence Analysis for Human Behavior Understanding
Hugues Salamin and Alessandro Vinciarelli
Detecting and Tracking Action Content
Alper Yilmaz
Computational Visual Attention
Simone Frintrop
Part II: Analysis of Activities
Methods and Technologies for Gait Analysis
Elif Surer and Alper Kose
Hand Gesture Analysis
Cem Keskin, Oya Aran and Lale Akarun
Semantics of Human Behavior in Image Sequences
Nataliya Shapovalova, Carles Fernandez, F. Xavier Roca and Jordi Gonzalez
Part III: Social and Affective Behaviors
Social Signals: A Psychological Perspective
Isabella Poggi and Francesca D'Errico
Voice and Speech Analysis in Search of States and Traits
Bjoern Schuller
Continuous Analysis of Affect from Voice and Face
Hatice Gunes, Mihalis A. Nicolaou and Maja Pantic
Analysis of Social Interaction in Group Conversations: Modeling Social Verticality
Oya Aran and Daniel Gatica-Perez
Part IV: Selected Applications
Activity Monitoring Systems in Health Care
Ben Kroese, Tim van Oosterhout and Tim van Kasteren
Behavioral, Cognitive and Virtual Biometrics
Roman V. Yampolskiy
Human Behavior Analysis in Ambient Gaming and Playful Interaction
Ben A.M. Schouten, Rob Tieben, Antoine van de Ven and David W. Schouten
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