Title :
Mobile human-robot teaming with environmental tolerance
Author :
Loper, Matthew M. ; Koenig, Nathan P. ; Chernova, Sonia H. ; Jones, Chris V. ; Jenkins, Odest C.
Author_Institution :
Comput. Sci. Dept., Brown Univ., Providence, RI, USA
Abstract :
We demonstrate that structured light-based depth sensing with standard perception algorithms can enable mobile peer-to-peer interaction between humans and robots. We posit that the use of recent emerging devices for depth-based imaging can enable robot perception of non-verbal cues in human movement in the face of lighting and minor terrain variations. Toward this end, we have developed an integrated robotic system capable of person following and responding to verbal and non-verbal commands under varying lighting conditions and uneven terrain. The feasibility of our system for peer-to-peer HRI is demonstrated through two trials in indoor and outdoor environments.
Keywords :
human-robot interaction; image motion analysis; mobile robots; robot vision; depth-based imaging; environmental tolerance; human movement; mobile human-robot teaming; mobile peer-to-peer interaction; nonverbal commands; nonverbal cues; peer-to-peer HRI; person following; robot perception; standard perception algorithms; structured light-based depth sensing; verbal commands; Cameras; Hidden Markov models; Humans; Robot vision systems; Speech recognition; Human-robot interaction; gesture recognition; person following;
Conference_Titel :
Human-Robot Interaction (HRI), 2009 4th ACM/IEEE International Conference on
Print_ISBN :
978-1-60558-404-1