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Computer Analysis of Human Behavior, 2011

Langue : Anglais

Coordonnateurs : Salah Albert Ali, Gevers Theo

Couverture de l’ouvrage 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.

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 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

The first uniform treatment of the subject of human behavior analysis, with a broad coverage of the field

Ideal as a textbook for graduate students, but also suitable as a guide for researchers or a reference for professionals

Each chapter concludes with review questions, a summary of the topics covered, and a glossary

Presents contributions from leading experts in the field, with dedicated chapters on methodology and applications

Includes supplementary material: sn.pub/extras

Date de parution :

Ouvrage de 412 p.

15.5x23.5 cm

Disponible chez l'éditeur (délai d'approvisionnement : 15 jours).

Prix indicatif 52,74 €

Ajouter au panier

Date de parution :

Ouvrage de 412 p.

15.5x23.5 cm

Disponible chez l'éditeur (délai d'approvisionnement : 15 jours).

Prix indicatif 52,74 €

Ajouter au panier