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