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 :
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