• DocumentCode
    2476970
  • Title

    Local shape features for object recognition

  • Author

    Heisele, Bernd ; Rocha, Carlos

  • fYear
    2008
  • fDate
    8-11 Dec. 2008
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    We present a shape matching algorithm based on the chamfer distance transform which can be easily integrated into the well-known SIFT framework. The shape matching was designed to overcome the limitations of SIFT matching for objects which lack texture and have the majority of their features located on the object boundary.
  • Keywords
    image matching; object recognition; shape recognition; transforms; SIFT matching; chamfer distance transform; local shape features; object boundary; object recognition; scale-invariant feature transform; shape matching; Feature extraction; Image edge detection; Image segmentation; Object detection; Object recognition; Robustness; Shape; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 2008. ICPR 2008. 19th International Conference on
  • Conference_Location
    Tampa, FL
  • ISSN
    1051-4651
  • Print_ISBN
    978-1-4244-2174-9
  • Electronic_ISBN
    1051-4651
  • Type

    conf

  • DOI
    10.1109/ICPR.2008.4761194
  • Filename
    4761194
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2476970