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
Link To Document :
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