• DocumentCode
    576972
  • Title

    Efficient real-time contour matching

  • Author

    Robert, Varga ; Arthur, Costea ; Istvan, Szakats ; Sergiu, Nedevschi

  • Author_Institution
    Tech. Univ. of Cluj Napoca, Cluj-Napoca, Romania
  • fYear
    2012
  • fDate
    Aug. 30 2012-Sept. 1 2012
  • Firstpage
    193
  • Lastpage
    199
  • Abstract
    In this paper we present certain shape descriptors from the literature that enable real-time contour matching. We propose slight modifications to these descriptors and more importantly provide fast and efficient matching techniques that return distances between shapes in the order of milliseconds. We show that applying these instead of more time consuming matching algorithms matching accuracy remains the same but the speed is at least 10 times faster. We show results on the MPEG7 benchmark. Using our matching we improve some scores from the literature, this is mainly due to the aligning of the shapes and the usage of the L1 metric.
  • Keywords
    computer vision; image matching; real-time systems; shape recognition; MPEG7 benchmark; computer vision; efficient real-time contour matching; image matching techniques; shape descriptors; Complexity theory; Context; Histograms; Measurement; Real-time systems; Shape; Vectors; Image processing; MPEG7 benchmark; contour matching; object classification; shape context descriptor; shape descriptors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Computer Communication and Processing (ICCP), 2012 IEEE International Conference on
  • Conference_Location
    Cluj-Napoca
  • Print_ISBN
    978-1-4673-2953-8
  • Type

    conf

  • DOI
    10.1109/ICCP.2012.6356185
  • Filename
    6356185