DocumentCode
250222
Title
Human-robot collaboration in a Mobile Visual Sensor Network
Author
Ha Manh Do ; Mouser, Craig ; Meiqin Liu ; Weihua Sheng
Author_Institution
Lab. for Adv. Sensing, Comput. & Control (ASCC Lab.), Oklahoma State Univ., Stillwater, OK, USA
fYear
2014
fDate
May 31 2014-June 7 2014
Firstpage
2203
Lastpage
2208
Abstract
This paper proposes and implements a framework for human-robot collaboration in a Mobile Visual Sensor Network (MVSN). A collaborative architecture for the proposed human-integrated MVSN was developed to allow the human operator and robots to collaborate to perform surveillance tasks. We successfully implemented the MVSN so the user can control the deployment of the mobile sensors through his head movement. We also explored using computer vision techniques and navigation techniques on the robot nodes to conduct active human target detection. The robot nodes, therefore, are able to detect human faces while exploring the unknown environment, and then relay the face images to the operator for target recognition. In this way, humans and robots can complement each other to accomplish surveillance tasks. Our experimental results validated the proposed framework.
Keywords
computer vision; distributed sensors; human-robot interaction; image sensors; mobile robots; object detection; object recognition; path planning; robot vision; active human target detection; collaborative architecture; computer vision techniques; face images; human-integrated MVSN; human-robot collaboration; mobile visual sensor network; navigation techniques; robot nodes; surveillance tasks; target recognition; Collaboration; Robot kinematics; Robot sensing systems; Software; Surveillance; Target recognition;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics and Automation (ICRA), 2014 IEEE International Conference on
Conference_Location
Hong Kong
Type
conf
DOI
10.1109/ICRA.2014.6907163
Filename
6907163
Link To Document