Distributed Robotic Vision as a service


Autoria(s): Chamberlain, William; Drummond, Tom; Corke, Peter
Data(s)

2015

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

http://eprints.qut.edu.au/91231/

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