• DocumentCode
    1391726
  • Title

    Invariant recognition system for 2D objects based on three-stage BPNN structure

  • Author

    Kunchev, R. ; Topalova, I.

  • Author_Institution
    Lab. of Image Process., Darveniza Tech. Univ., Sofia, Bulgaria
  • Volume
    34
  • Issue
    10
  • fYear
    1998
  • fDate
    5/14/1998 12:00:00 AM
  • Firstpage
    974
  • Lastpage
    976
  • Abstract
    A new recognition system is presented which includes a three-stage backpropagation neural network structure with two-band coding of the DCT input spectrum space. The system is designed for invariant recognition of 2D objects. It enables a high recognition rate of objects with overlapping classes to be obtained
  • Keywords
    backpropagation; discrete cosine transforms; image recognition; neural nets; object recognition; 2D objects; DCT input spectrum space; backpropagation neural network structure; high recognition rate; invariant recognition system; overlapping classes; three-stage BPNN structure; two-band coding;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:19980603
  • Filename
    682943
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1391726