Title :
‘See What I See’ sharing the cognition with an intelligent machine
Author :
Adiba, Amalia Istiqlali ; Hatta, Kazuyuki ; Ryuzo, Baba ; Kaneda, Tadahiro ; Miyake, Jun
Author_Institution :
Grad. Sch. of Eng. Sci., Osaka Univ., Toyonaka, Japan
Abstract :
Novel Human-Machine Interface is proposed to control a robot with the challenges, which has a minimum order but a maximum function. Self-organizing intrinsic object (SIO) system on a robot is designed by the combination of a pointing device such as gaze-tracking or finger-pointing and self-organizing incremental neural network (SOINN). Started by following the most updated technological sophistication, gaze tracking is applied to obtain a human point of regard through 2 cameras; first camera for detecting iris center and a second camera to exhibit human view. The system provide 1.62° of accuracy and 1.27 of precision. This paper describes the principle “See What I See”, object ordering system and a trial development of a robot.
Keywords :
control engineering computing; human computer interaction; robots; self-organising feature maps; SIO system; SOINN; finger-pointing; gaze-tracking; human-machine interface; intelligent machine; iris center detection; object ordering system; robot trial development; self-organizing incremental neural network; self-organizing intrinsic object system; Approximation methods; Cameras; Mobile robots; Robot vision systems; Target tracking;
Conference_Titel :
System Integration (SII), 2013 IEEE/SICE International Symposium on
Conference_Location :
Kobe
DOI :
10.1109/SII.2013.6776629