Paper Info
Title
Second screen interaction: an approach to infer tv watcher's interest using 3d head pose estimation
Abstract
In this paper, we present our "work-in-progress" approach to implicitly track user interaction and infer the interest a user can have for TV media. The aim is to identify moments of attentive focus, noninvasively and continuously, to dynamicaly improve the user profile by detecting which annotated media have drawn the user attention. Our method is based on the detection and estimation of face pose in 3D using a consumer depth camera. This allows us to determine when a user is or not looking at his television. This study is realized in the scenario of second screen interaction (tablet, smartphone), a behavior that has become common for spectators. We present our progress on the system and its integration in the LinkedTV project.
Year
DOI
Venue
2013
10.1145/2487788.2487969
WWW (Companion Volume)
Keywords
Field
DocType
consumer depth camera,user attention,tv watcher,linkedtv project,user profile,attentive focus,user interaction,screen interaction,tv media,attention
Computer vision,User profile,Computer science,Pose,Second screen,Artificial intelligence
Conference
ISBN
Citations 
PageRank 
978-1-4503-2038-2
6
0.67
References 
Authors
10
4
Name
Order
Citations
PageRank
Julien Leroy15310.28
François Rocca2143.10
Matei Mancas331527.50
Bernard Gosselin419812.88