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Adaptive Pulsed Laser Line Extraction for Terrain Reconstruction using a Dynamic Vision Sensor

Authors :
Christian eBrandli
Thomas eMantel
Marco eHutter
Markus eHöpflinger
Raphael eBerner
Roland eSiegwart
Tobi eDelbruck
Source :
Frontiers in Neuroscience, Vol 7 (2014)
Publication Year :
2014
Publisher :
Frontiers Media S.A., 2014.

Abstract

Mobile robots need to know the terrain in which they are moving for path planning and obstacle avoidance. This paper proposes the combination of a bio-inspired, redundancy-suppressing dynamic vision sensor with a pulsed line laser to allow fast terrain reconstruction. A stable laser stripe extraction is achieved by exploiting the sensor’s ability to capture the temporal dynamics in a scene. An adaptive temporal filter for the sensor output allows a reliable reconstruction of 3D terrain surfaces. Laser stripe extractions up to pulsing frequencies of 500Hz were achieved using a line laser of 3mW at a distance of 45cm using an event-based algorithm that exploits the sparseness of the sensor output. As a proof of concept, unstructured rapid prototype terrain samples have been successfully reconstructed with an accuracy of 2mm.

Details

Language :
English
ISSN :
1662453X
Volume :
7
Database :
Directory of Open Access Journals
Journal :
Frontiers in Neuroscience
Publication Type :
Academic Journal
Accession number :
edsdoj.25b12a2e2afd44a48f30a1bf06e06cc3
Document Type :
article
Full Text :
https://doi.org/10.3389/fnins.2013.00275