Ground Target Recognition using Rectangle Estimation
2006 (English)In: IEEE Transactions on Image Processing, ISSN 1057-7149, E-ISSN 1941-0042, Vol. 15, no 11, 3400-3408 p.Article in journal (Refereed) Published
We propose a ground target recognition method based on 3-D laser radar data. The method handles general 3-D scattered data. It is based on the fact that man-made objects of complex shape can be decomposed to a set of rectangles. The ground target recognition method consists of four steps; 3-D size and orientation estimation, target segmentation into parts of approximately rectangular shape, identification of segments that represent the target's functional/main parts, and target matching with CAD models. The core in this approach is rectangle estimation. The performance of the rectangle estimation method is evaluated statistically using Monte Carlo simulations. A case study on tank recognition is shown, where 3-D data from four fundamentally different types of laser radar systems are used. Although the approach is tested on rather few examples, we believe that the approach is promising.
Place, publisher, year, edition, pages
IEEE Signal Processing Society, 2006. Vol. 15, no 11, 3400-3408 p.
Automatic target recognition, Laser radar, Rectangle estimation
National CategoryControl Engineering
IdentifiersURN: urn:nbn:se:liu:diva-14120DOI: 10.1109/TIP.2006.881965OAI: oai:DiVA.org:liu-14120DiVA: diva2:22673