• 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