• DocumentCode
    1121055
  • Title

    Partial Discharge Image Recognition Influenced by Fractal Image Compression

  • Author

    Li, Jian ; Sun, Caixin ; Grzybowski, S.

  • Author_Institution
    Chongqing Univ., Chongqing
  • Volume
    15
  • Issue
    2
  • fYear
    2008
  • fDate
    4/1/2008 12:00:00 AM
  • Firstpage
    496
  • Lastpage
    504
  • Abstract
    This paper presents a quadtree partitioning fractal image compression (QPFIC) method used for the partial discharge (PD) image remote recognition system. Self-similarity in PD images is the premise of fractal image compression and is described for the typical PD images acquired from defect model experiments in laboratory. Influences of fractal image compression on a group of PD image features are discussed. Fifty PD data samples are used to qualify the QPFIC to be used in remote PD pattern recognition. Analysis results show that the QPFIC method produces errors of the computational features. Such errors could not influence the PD image recognition results under the control of the PD image compression errors.
  • Keywords
    data compression; electrical engineering computing; feature extraction; image coding; image recognition; partial discharges; quadtrees; PD data samples; PD image features; image remote recognition system; partial discharge image recognition; pattern recognition; quadtree partitioning fractal image compression; Educational technology; Fractals; Histograms; Image coding; Image recognition; Laboratories; Oil insulation; Partial discharges; Pattern recognition; Voltage;
  • fLanguage
    English
  • Journal_Title
    Dielectrics and Electrical Insulation, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1070-9878
  • Type

    jour

  • DOI
    10.1109/TDEI.2008.4483470
  • Filename
    4483470