Human Behavior Understanding: Second International Workshop, HBU 2011, Amsterdam, The Netherlands, November 16, 2011. Proceedings

✍ Scribed by Albert Ali Salah, Bruno Lepri, Fabio Pianesi, Alex Sandy Pentland (auth.), Albert Ali Salah, Bruno Lepri (eds.)

• Publisher: Springer-Verlag Berlin Heidelberg
• Year: 2011
• Tongue: English
• Leaves: 169
• Series: Lecture Notes in Computer Science 7065
• Edition: 1
• Category: Library

✦ Synopsis

This book constitutes the refereed proceedings of the Second International Workshop on Human Behavior Understanding, HBU 2011, held in Amsterdam, The Netherlands, in November 2011, in conjunction with AmI-11, the International Joint Conference on Ambient Intelligence.
The 13 revised full papers presented together with 2 keynote talks and one summarizing paper were carefully reviewed and selected from 32 submissions. The papers are organized in topical sections on analysis of human actions and activities, face and gesture analysis, persuasive technologies, and social interactions.

✦ Table of Contents

Front Matter....Pages -
Human Behavior Understanding for Inducing Behavioral Change: Application Perspectives....Pages 1-15
Urban Computing and Smart Cities: Opportunities and Challenges in Modelling Large-Scale Aggregated Human Behavior....Pages 16-17
Human Action Categorization Using Ultrasound Micro-Doppler Signatures....Pages 18-28
Sequential Deep Learning for Human Action Recognition....Pages 29-39
One-Sequence Learning of Human Actions....Pages 40-51
Analyzing Facial Behavioral Features from Videos....Pages 52-61
Adaptive Integration of Multiple Cues for Contingency Detection....Pages 62-71
DTW Based Clustering to Improve Hand Gesture Recognition....Pages 72-81
Augmenting Social Interactions: Experiments in Socio-emotional Computing....Pages 82-82
An Energy-Saving Support System for Office Environments....Pages 83-92
From Stress Awareness to Coping Strategies of Medical Staff: Supporting Reflection on Physiological Data....Pages 93-103
Why Won’t You Do What’s Good for You? Using Intelligent Support for Behavior Change....Pages 104-115
A Research Framework for Playful Persuasion Based on Psychological Needs and Bodily Interaction....Pages 116-123
Automatic Modeling of Dominance Effects Using Granger Causality....Pages 124-133
Abnormal Crowd Behavior Detection by Social Force Optimization....Pages 134-145
Understanding the Influence of Social Interactions on Individual’s Behavior Pattern in a Work Environment....Pages 146-157
Back Matter....Pages -

✦ Subjects

Pattern Recognition; User Interfaces and Human Computer Interaction; Biometrics; Artificial Intelligence (incl. Robotics); Image Processing and Computer Vision; Computer Imaging, Vision, Pattern Recognition and Graphics