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Proceedings Paper

Extraction and classification of vehicles in LADAR imagery
Author(s): Hans Christian Palm; Trym Vegard Haavardsholm; Halvor Ajer; Cathrine Vembre Jensen
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Paper Abstract

The work presented in this paper is based on a dataset recorded with an airborne sensor. It comprises targets like M-60, M-47, M-113, bridge layers, tank retrievers, and trucks in various types of scenes. The background-object segmentation consists of first estimating the ground level everywhere in the scene, and then for each sample simply subtracting the measured height and ground level height. No assumptions concerning flat terrain etc. are made. Samples with height above ground level higher than a certain threshold are clustered by utilizing a straightforward agglomerative clustering algorithm. Around each cluster the bounding box with minimum volume is determined. Based on these bounding boxes, too small as well as too large clusters can easily be removed. However, vehicle-sized clutter will not be removed. Clutter detection is based on estimating the normal vector for a plane approximation around each sample. This approach is based on the fact that the surface normals of a vehicle is more “modulo 90°” distributed than clutter. The aim of the classification has been to classify main battle tanks (MBTs) Two types of algorithms have been studied, one based on Dempster Shafer fusion theory, and one model based. Our dataset comprises clusters of 269 vehicles (among them 131 MBTs), and 253 clutter objects (i.e. in practice vehiclesized bushes). The experiments we have carried out show that the segmentation extracts all vehicles, the clutter detection removes 90% of the clutter, and the classification finds more than 95% of the MBTs as well as removes half of the remaining clutter.

Paper Details

Date Published: 2 May 2013
PDF: 15 pages
Proc. SPIE 8731, Laser Radar Technology and Applications XVIII, 873102 (2 May 2013); doi: 10.1117/12.2015363
Show Author Affiliations
Hans Christian Palm, Norwegian Defence Research Establishment (Norway)
Trym Vegard Haavardsholm, Norwegian Defence Research Establishment (Norway)
Halvor Ajer, Norwegian Defence Research Establishment (Norway)
Cathrine Vembre Jensen, Norwegian Defence Research Establishment (Norway)


Published in SPIE Proceedings Vol. 8731:
Laser Radar Technology and Applications XVIII
Monte D. Turner; Gary W. Kamerman, Editor(s)

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