Computer Analysis of Human Behavior

Part I: Tools of the Trade.- Bayesian Methods for the Analysis of Human Behavior.- Introduction to Sequence Analysis for Human Behavior Understanding.- Detecting and Tracking Action Content.- Computational Visual Attention.- Part II: Analysis of Activities.- Methods and Technologies for Gait Analysis.- Hand Gesture Analysis.- Semantics of Human Behavior in Image Sequences.- Part III: Social and Affective Behaviors.- Social Signals: A Psychological Perspective.- Voice and Speech Analysis in Search of States and Traits.- Continuous Analysis of Affect from Voice and Face.- Analysis of Social Interaction in Group Conversations: Modeling Social Verticality.- Part IV: Selected Applications.- Activity Monitoring Systems in Health Care.- Behavioral, Cognitive and Virtual Biometrics.- Human Behavior Analysis in Ambient Gaming and Playful Interaction.