DocumentCode
432022
Title
Imaging of subsurface targets using a 3D quadtree algorithm
Author
Gürbüz, Ali Cafer ; McClellan, James H. ; Scott, Waymond R., Jr.
Author_Institution
Georgia Inst. of Technol., Atlanta, GA, USA
Volume
4
fYear
2005
fDate
18-23 March 2005
Abstract
The imaging of subsurface targets using ground penetrating radar (GPR) is becoming an increasingly important area of research. Conventional image formation techniques expend large amounts of computation to resolve a region fully, even a region of clutter. However, by using multi-resolution techniques, e.g, quadtree algorithms, potential targets and clutter can be discriminated in a computationally efficient way. Prior work has focused on the development of 2D quadtree algorithms for surface targets. For mine detection, target depth adds another dimension; thus, we have developed a 3D quadtree algorithm, and applied a multi-stage detector that uses the energy change between quadtree stages to discriminate target and clutter regions. This algorithm is then tested on computer-generated data, as well as experimental data collected from a model mine field. Results show that target location information can be obtained even under near field and small aperture conditions.
Keywords
ground penetrating radar; landmine detection; quadtrees; radar clutter; radar detection; radar imaging; synthetic aperture radar; 3D quadtree algorithm; SAR; ground penetrating radar; mine detection; multi-resolution techniques; multi-stage detector; near field conditions; small aperture conditions; subsurface target imaging; synthetic aperture radar; target location information; Change detection algorithms; Clutter; Ground penetrating radar; Image resolution; Landmine detection; Layout; Radar antennas; Radar detection; Radar imaging; Synthetic aperture radar;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
ISSN
1520-6149
Print_ISBN
0-7803-8874-7
Type
conf
DOI
10.1109/ICASSP.2005.1416206
Filename
1416206
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