학술논문

What can head and facial movements convey about positive and negative affect?
Document Type
Conference
Source
2015 International Conference on Affective Computing and Intelligent Interaction (ACII) Affective Computing and Intelligent Interaction (ACII), 2015 International Conference on. :281-287 Sep, 2015
Subject
Robotics and Control Systems
Signal Processing and Analysis
Tracking
Head
Three-dimensional displays
Acceleration
Angular velocity
Reliability
Cameras
Infants
Valence
Head Movement
Facial Movement
Language
ISSN
2156-8111
Abstract
We investigated whether the dynamics of head and facial movements apart from specific facial expressions communicate affect in infants. Age-appropriate tasks were used to elicit positive and negative affect in 28 ethnically diverse 12-month-old infants. 3D head and facial movements were tracked from 2D video. Strong effects were found for both head and facial movements. For head movement, angular velocity and angular acceleration of pitch, yaw, and roll were higher during negative relative to positive affect. For facial movement, displacement, velocity, and acceleration also increased during negative relative to positive affect. Our results suggest that the dynamics of head and facial movements communicate affect at ages as young as 12 months. These findings deepen our understanding of emotion communication and provide a basis for studying individual differences in emotion in socio-emotional development.