Distributed Robotic Vision as a service
Data(s) |
2015
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Resumo |
The vision sense of standalone robots is limited by line of sight and onboard camera capabilities, but processing video from remote cameras puts a high computational burden on robots. This paper describes the Distributed Robotic Vision Service, DRVS, which implements an on-demand distributed visual object detection service. Robots specify visual information requirements in terms of regions of interest and object detection algorithms. DRVS dynamically distributes the object detection computation to remote vision systems with processing capabilities, and the robots receive high-level object detection information. DRVS relieves robots of managing sensor discovery and reduces data transmission compared to image sharing models of distributed vision. Navigating a sensorless robot from remote vision systems is demonstrated in simulation as a proof of concept. |
Identificador | |
Publicador |
Australian Robotics and Automation Association |
Relação |
http://www.araa.asn.au/acra/acra2015/papers/pap151.pdf Chamberlain, William, Drummond, Tom, & Corke, Peter (2015) Distributed Robotic Vision as a service. In ACRA 2015 Proceedings, Australian Robotics and Automation Association, Canberra, Australia. http://purl.org/au-research/grants/ARC/CE140100016 |
Direitos |
Copyright 2015 [Please consult with author] Please consult with author. |
Fonte |
ARC Centre of Excellence for Robotic Vision; School of Electrical Engineering & Computer Science; Science & Engineering Faculty |
Palavras-Chave | #080104 Computer Vision #080599 Distributed Computing not elsewhere classified #robot vision #networked robotics #robot vision systems #distributed vision |
Tipo |
Conference Paper |