• DocumentCode
    795510
  • Title

    Efficient classification by neural networks using encoded patterns

  • Author

    Murthy, C.N.S.G. ; Venkatesh, Y.V.

  • Author_Institution
    Dept. of Electr. Eng., Indian Inst. of Sci., Bangalore, India
  • Volume
    31
  • Issue
    12
  • fYear
    1995
  • fDate
    6/8/1995 12:00:00 AM
  • Firstpage
    988
  • Lastpage
    989
  • Abstract
    The corners and the middle points, which are extracted as features from the line approximation of a given pattern, are overlaid on a radial grid to form the input array for training a backpropagation network for classification. The proposed method is shown to be simple and robust by extensive testing of its performance on patterns both with and without noise
  • Keywords
    backpropagation; feature extraction; neural nets; pattern classification; backpropagation network; classification; corners; encoded patterns; feature extraction; line approximation; middle points; neural networks; noise; radial grid; training;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:19950642
  • Filename
    390981
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=795510