Computer Analysis of Human Behavior
(Sprache: Englisch)
Using computing power to analyze human behavior will generate advanced applications in many arenas. This comprehensive guide covers key concepts, details frequently used algorithms and techniques, and discusses examples of real-life applications.
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Using computing power to analyze human behavior will generate advanced applications in many arenas. This comprehensive guide covers key concepts, details frequently used algorithms and techniques, and discusses examples of real-life applications.
Klappentext zu „Computer Analysis of Human Behavior “
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.
Inhaltsverzeichnis zu „Computer Analysis of Human Behavior “
Part I: Tools of the TradeBayesian 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 Fernández, F. Xavier Roca and Jordi Gonzàlez
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 Björn 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 Kröse, 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
Bibliographische Angaben
- 2011, 2011, XVI, 412 Seiten, Masse: 16 x 24,1 cm, Gebunden, Englisch
- Herausgegeben: Albert Ali Salah, Theo Gevers
- Verlag: Springer, Berlin
- ISBN-10: 085729993X
- ISBN-13: 9780857299932
- Erscheinungsdatum: 07.10.2011
Sprache:
Englisch
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