• DocumentCode
    1930913
  • Title

    ATR performance assessment of target type number for HRR radar

  • Author

    Jun He ; Hong-zhong Zhao ; Qiang Fu

  • Author_Institution
    ATR Lab., Nat. Univ. of Defense Technol., Changsha
  • fYear
    2008
  • fDate
    26-30 May 2008
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    Automatic target recognition (ATR) performance evaluation has become an important subject in ATR theory community since the last two decades. The extended operation condition (EOC) and system cost are two key aspects in ATR performance evaluation. For the situation of air-to-ground (A-G) ATR using high range resolution (HRR) data, this paper analyzes the influence of target type number on ATR system performance. The system cost is also considered in evaluation process. An experiential performance model of typical ATR systems is given. The performance model and the corresponding conclusions have useful reference to ATR system performance prediction and assessment in the similar A-G applications.
  • Keywords
    image recognition; image resolution; object detection; radar target recognition; ATR performance assessment; ATR performance evaluation; ATR theory community; HRR radar; air-to-ground ATR; automatic target recognition; extended operation condition; high range resolution data; performance model; target type number; Costs; Feature extraction; Helium; Packaging; Partitioning algorithms; Pattern recognition; Principal component analysis; Radar; System performance; Target recognition; automatic target recognition (ATR); evaluation; performance;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Radar Conference, 2008. RADAR '08. IEEE
  • Conference_Location
    Rome
  • ISSN
    1097-5659
  • Print_ISBN
    978-1-4244-1538-0
  • Electronic_ISBN
    1097-5659
  • Type

    conf

  • DOI
    10.1109/RADAR.2008.4720903
  • Filename
    4720903