• DocumentCode
    757158
  • Title

    Fast radial symmetry for detecting points of interest

  • Author

    Loy, Gareth ; Zelinsky, Alexander

  • Author_Institution
    Dept. of Syst. Eng., Australian Nat. Univ., ACT, Australia
  • Volume
    25
  • Issue
    8
  • fYear
    2003
  • Firstpage
    959
  • Lastpage
    973
  • Abstract
    A new transform is presented that utilizes local radial symmetry to highlight points of interest within a scene. Its low-computational complexity and fast runtimes makes this method well-suited for real-time vision applications. The performance of the transform is demonstrated on a wide variety of images and compared with leading techniques from the literature. Both as a facial feature detector and as a generic region of interest detector the new transform is seen to offer equal or superior performance to contemporary techniques at a relatively low-computational cost. A real-time implementation of the transform is presented running at over 60 frames per second on a standard Pentium III PC.
  • Keywords
    computational complexity; computer vision; feature extraction; real-time systems; transforms; Pentium III PC; computational complexity; computer vision; facial feature detector; fast radial symmetry; local radial symmetry; performance; point of interest detection; real-time vision applications; transform; Computer vision; Costs; Detectors; Eyes; Face detection; Facial features; Humans; Layout; Psychology; Runtime;
  • fLanguage
    English
  • Journal_Title
    Pattern Analysis and Machine Intelligence, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0162-8828
  • Type

    jour

  • DOI
    10.1109/TPAMI.2003.1217601
  • Filename
    1217601