• DocumentCode
    1462580
  • Title

    Extended LVQ Neural Network Approach to Land Cover Mapping

  • Author

    Ito, Yu ; Omatu, Sigeru

  • Author_Institution
    Takamatsu National College of Technology
  • Volume
    37
  • Issue
    1
  • fYear
    1999
  • Firstpage
    313
  • Lastpage
    317
  • Abstract
    A competitive neural network (NN) learned by the OLVQ1 algorithm has the potential to produce images for land cover mapping. We propose an extended OLVQ1 that adds learning ratios to the original algorithm. Applying it to SPOT XS data, we show that higher mapping accuracies can be obtained compared to those of conventional methods.
  • Keywords
    Antenna measurements; Contacts; Contamination; Electric variables measurement; Impedance; Insulation; Neural networks; Pollution measurement; Probes; Remote sensing;
  • fLanguage
    English
  • Journal_Title
    Geoscience and Remote Sensing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0196-2892
  • Type

    jour

  • DOI
    10.1109/TGRS.1999.739167
  • Filename
    739167
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1462580