TY - GEN
T1 - Distributed robotic vision as a service
AU - Chamberlain, William
AU - Drummond, Thomas William
AU - Corke, Peter Ian
PY - 2015
Y1 - 2015
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=85023777484&partnerID=8YFLogxK
UR - http://www.araa.asn.au/acra/acra2015/papers/pap151.pdf
M3 - Conference Paper
SN - 9781510819269
SP - 379
EP - 387
BT - Australasian Conference on Robotics and Automation, ACRA 2015
A2 - Mahony, Robert
A2 - Kim, Jonghyuk
A2 - Li, Hongdong
PB - Australian Robotics and Automation Association (ARAA)
CY - Canberra ACT Australia
T2 - Australasian Conference on Robotics and Automation 2015
Y2 - 2 December 2015 through 4 December 2015
ER -