Recognition of Human Motions for Imitation and Control of a Humanoid Robot

Most of the works in the field of teleoperation of humanoid robots do not use the whole-body of the robot to perform some task. This work treats the teleoperation of a humanoid robot through the recognition of human motions by using a natural interface mechanism. We propose the use of simple mathematical techniques to allow, in a satisfactory level, the user order in real-time a robot to mimic a person, to walk, to manipulate the environment with its hands and to perform some predetermined behaviors. Also, we provide an appropriate discussion around the findings of this research. The results of the experiments show a satisfactory performance for the system developed.

[1]  Sonia Chernova,et al.  Humanoid robot control using depth camera , 2011, 2011 6th ACM/IEEE International Conference on Human-Robot Interaction (HRI).

[2]  J. Saunders,et al.  An experimental comparison of imitation paradigms used in social robotics , 2004, RO-MAN 2004. 13th IEEE International Workshop on Robot and Human Interactive Communication (IEEE Catalog No.04TH8759).

[3]  Ales Ude,et al.  Enabling real-time full-body imitation: a natural way of transferring human movement to humanoids , 2003, 2003 IEEE International Conference on Robotics and Automation (Cat. No.03CH37422).

[4]  Francisco Sandoval Hernández,et al.  Real-time human motion analysis for human-robot interaction , 2005, 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[5]  Yoshihiko Nakamura,et al.  Motion capture based human motion recognition and imitation by direct marker control , 2008, Humanoids 2008 - 8th IEEE-RAS International Conference on Humanoid Robots.

[6]  Maren Bennewitz,et al.  Whole-body imitation of human motions with a Nao humanoid , 2012, 2012 7th ACM/IEEE International Conference on Human-Robot Interaction (HRI).

[7]  Ian Parberry,et al.  3D Math Primer for Graphics and Game Development, 2nd Edition , 2011 .

[8]  Fernando Zuher Mohamad Said Cavalcante,et al.  Reconhecimento de movimentos humanos para imitação e controle de um robô humanoide , 2012 .

[9]  日向 俊二 Kinect for Windowsアプリを作ろう , 2012 .

[10]  Gordon Cheng,et al.  Real-Time Mimicking of Human Body Motion by a Humanoid Robot , 2007 .

[11]  Kazuhito Yokoi,et al.  Generating whole body motions for a biped humanoid robot from captured human dances , 2003, 2003 IEEE International Conference on Robotics and Automation (Cat. No.03CH37422).