Title :
Vision-based attention control system for socially interactive robots
Author :
Das, Dipankar ; Hoque, Mohammed Moshiul ; Onuki, Tomomi ; Kobayashi, Yoshinori ; Kuno, Yoshinori
Author_Institution :
Grad. Sch. of Sci. & Eng., Saitama Univ., Sakura, Japan
Abstract :
A social robot needs to attract the attention of a target human and shift it from his/her current focus to what is sought by the robot. The robot should recognize the current target´s attention level to smoothly perform this attention control. In this paper, we propose a vision-based system to detect the level of attention or willingness of the target person towards the robot and to control his/her attention. The system estimates the attention level from rich visual cues of human´s face and head. Then, by timing target´s attention to determine the appropriate attention level, it generates aware signals and makes eye contact with the target. Finally, the robot shifts the target´s attention to an intended direction. The experimental results reveal that the proposed system is effective in controlling the target´s attention.
Keywords :
human-robot interaction; robot vision; attention control; eye contact; socially interactive robots; target attention level; vision-based attention control system; visual cues; Control systems; Estimation; Face; Humans; Robots; Visualization;
Conference_Titel :
RO-MAN, 2012 IEEE
Conference_Location :
Paris
Print_ISBN :
978-1-4673-4604-7
Electronic_ISBN :
1944-9445
DOI :
10.1109/ROMAN.2012.6343800