• DocumentCode
    2027311
  • Title

    Image matching for weld seam tracking based on nonlinear dimensionality reduction method Isomap

  • Author

    Zou Yirong ; Du Dong ; Guo Guilin

  • Author_Institution
    Dept. of Mech. Eng., Tsinghua Univ., Beijing, China
  • Volume
    6
  • fYear
    2010
  • fDate
    10-12 Aug. 2010
  • Firstpage
    2826
  • Lastpage
    2829
  • Abstract
    An approach of image matching for weld seam recognition is proposed based on the nonlinear dimensionality reduction algorithm Isomap. The target image to be recognized and the template images are considered as high dimensional data. The reduction to 2-D coordinate helps to estimate the relative location of the images. A method of image matching is developed, based on the method of Isomap.
  • Keywords
    image matching; welds; Isomap; image matching; image recognition; nonlinear dimensionality reduction; weld seam recognition; weld seam tracking; Correlation; Image matching; Image recognition; Manifolds; Pixel; Sensors; Welding; Isomap; image matching; nonlinear dimensionality reduction; weld seam recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery (FSKD), 2010 Seventh International Conference on
  • Conference_Location
    Yantai, Shandong
  • Print_ISBN
    978-1-4244-5931-5
  • Type

    conf

  • DOI
    10.1109/FSKD.2010.5569249
  • Filename
    5569249
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2027311