• DocumentCode
    1595614
  • Title

    Target recognition of aircraft based on moment invariants and BP neural network

  • Author

    Fang, Zixuan ; Yao, Guoqing ; Zhang, Yanan

  • Author_Institution
    Information Engineering College, China University of Geosciences, Beijing, China
  • fYear
    2012
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    Computer vision is trying to build up an artificial intelligence system to obtain information from image or multidimensional data, target recognition of Computer Vision is one of an important research area. This paper studies how to realize recognition the suspected target area in remote sensing image after a series of pre-processing. Remove the interference area and leave suspended target area in the image by contour tracing method; normalizing moment invariants of aircraft by extracting them from sample, then training the BP neural network for the purpose of recognizing the suspected area in remote sensing image. We have got available recognition results which comply with the identification requirements with this experiment.
  • Keywords
    BP neural network; Contour tracing; Moment invariants; Target recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    World Automation Congress (WAC), 2012
  • Conference_Location
    Puerto Vallarta, Mexico
  • ISSN
    2154-4824
  • Print_ISBN
    978-1-4673-4497-5
  • Type

    conf

  • Filename
    6321873