Title :
Enabling real-time full-body imitation: a natural way of transferring human movement to humanoids
Author :
Riley, Marcia ; Ude, Ales ; Wade, Keegan ; Atkeson, Christopher G.
Author_Institution :
ATR Human Inf. Sci. Lab., Japan
Abstract :
We seek intuitive, efficient ways to create and direct human-like behaviors for humanoid robots. Here we present a method to enable humanoid robots to acquire movements by imitation. The robot uses 3D vision to perceive the movements of a human teacher, and then estimates the teacher´s body postures using a fast full-body inverse kinematics method that incorporates a kinematic model of the teacher. This solution is then mapped to the robot and reproduced in real-time. The robustness of the method is tested on a 30-degree-of-freedom Sarcos humanoid robot located at ATR using 3D vision data from external cameras and from head-mounted cameras.
Keywords :
gesture recognition; man-machine systems; mobile robots; motion control; real-time systems; robot kinematics; robot programming; robot vision; 30-DOF; 3D vision; Sarcos humanoid robot; external cameras; full body imitation; full body inverse kinematics method; head mounted cameras; human behaviors; human movement; human teacher; real-time systems; robustness; teacher body postures; Cameras; Educational robots; Humanoid robots; Humans; Joints; Robot kinematics; Robot vision systems; Testing; Tracking; USA Councils;
Conference_Titel :
Robotics and Automation, 2003. Proceedings. ICRA '03. IEEE International Conference on
Print_ISBN :
0-7803-7736-2
DOI :
10.1109/ROBOT.2003.1241947