DocumentCode
3754788
Title
Humanoid robot locomotion control by posture recognition for human-robot interaction
Author
Xinyi Gao;Minhua Zheng;Max Q.-H. Meng
Author_Institution
Department of Electronic Engineering, The Chinese University of Hong Kong, Shatin, N.T., Hong Kong
fYear
2015
Firstpage
1572
Lastpage
1577
Abstract
During human-robot interaction, it is often necessary for human users to command the robot´s locomotion. In this paper, we design an intuitive interaction mechanism for users to command a NAO robot´s locomotion with predefined postures. Based on images taken by its onboard monocular RGB camera, the robot can localize the human user´s head, torso and arms, and recognize the posture displayed by the user with the k-NN algorithm. Then the robot can move according to the locomotion command (forward/backward/left/right) associated with the posture. We test these postures in an HRI experiment and get good recognition performance.
Keywords
"Cameras","Robot vision systems","Head","Torso","Training","Humanoid robots"
Publisher
ieee
Conference_Titel
Robotics and Biomimetics (ROBIO), 2015 IEEE International Conference on
Type
conf
DOI
10.1109/ROBIO.2015.7418995
Filename
7418995
Link To Document