• DocumentCode
    1587910
  • Title

    Multiresolution surface feature analysis for automatic target identification based on laser radar images

  • Author

    Holmes, Quentin A. ; Zhang, Xiaobing ; Zhao, Dongbin

  • Author_Institution
    Environ. Res. Inst. of Michigan, Ann Arbor, MI, USA
  • Volume
    3
  • fYear
    1997
  • Firstpage
    468
  • Abstract
    Automatic target recognition based on range image data acquired with laser radar imagers is a research topic that is of great interest to both the defense and manufacturing industries. A hybrid approach using both models and features for automatic target identification/recognition within laser radar images is presented. The multiscale and geometrical features are developed and deployed as input parameters for the proposed classification method. The experimental results show that the proposed method has achieved a satisfactory target classification
  • Keywords
    image classification; image resolution; laser ranging; optical radar; radar imaging; automatic target identification; automatic target recognition; classification method; defense industries; geometrical feature; hybrid approach; input parameters; laser radar imagers; laser radar images; manufacturing industries; multiresolution surface feature analysis; multiscale features; range image data; target classification; Energy resolution; Image analysis; Image recognition; Image resolution; Laser modes; Laser radar; Laser theory; Radar imaging; Surface emitting lasers; Target recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 1997. Proceedings., International Conference on
  • Conference_Location
    Santa Barbara, CA
  • Print_ISBN
    0-8186-8183-7
  • Type

    conf

  • DOI
    10.1109/ICIP.1997.632159
  • Filename
    632159