• DocumentCode
    1913280
  • Title

    Invariant image encoding in neural network for target recognition

  • Author

    Zhang, Yanxin ; Liu, Yue ; Song, Zhuang

  • Author_Institution
    Inst. of Modern Opt., Nankai Univ., Tianjin, China
  • Volume
    5
  • fYear
    1999
  • fDate
    1999
  • Firstpage
    3174
  • Abstract
    We present a neural network approach for invariant multi-target recognition that permits an effective training with no local minimums. A simple rule to design and to optimize the number of the hidden neurons of a multilayer neural network is proposed. As a case study, an image based invariant classification of three kinds of airplane is reported
  • Keywords
    feedforward neural nets; image classification; image coding; multilayer perceptrons; object recognition; airplane; hidden neurons; invariant classification; invariant image encoding; invariant multi-target recognition; multilayer neural network; Electromagnetic compatibility; Feedforward systems; Image coding; Information science; Intelligent networks; Neural networks; Neurons; Optical computing; Optical fiber networks; Target recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 1999. IJCNN '99. International Joint Conference on
  • Conference_Location
    Washington, DC
  • ISSN
    1098-7576
  • Print_ISBN
    0-7803-5529-6
  • Type

    conf

  • DOI
    10.1109/IJCNN.1999.836161
  • Filename
    836161
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1913280