Paper Info
Title
Visual 3D tracking of child-adult social interactions.
Abstract
We describe an approach to continuously capture children's 3D head pose and location during a tabletop social interaction with an adult examiner. Our approach, called face plus context, utilizes a fixed room camera in conjunction with a head-worn camera on the examiner to simultaneously capture the child's face along with the toys and social partners that provide context. Our system performs head tracking and pose estimation along with multi-target tracking to provide 3D localization and disambiguate identity. We evaluated our method on a dataset of 16 children, including both typically developing and autistic children. We present encouraging results for measuring children's social behaviors, along with validation results using an IMU.
Year
Venue
Field
2017
Joint IEEE International Conference on Development and Learning and Epigenetic Robotics ICDL-EpiRob
Social relation,Social behavior,Computer vision,3d localization,Computer science,Pose,Inertial measurement unit,Head tracking,Artificial intelligence,Social partners,3d tracking
DocType
ISSN
Citations 
Conference
2161-9484
1
PageRank 
References 
Authors
0.35
0
6
Name
Order
Citations
PageRank
Eunji Chong1152.89
Audrey Southerland210.35
Abhijit Kundu31356.37
Rebecca M Jones4322.84
Agata Rozga514912.11
James M. Rehg65259474.66