Fast radial symmetry for detecting points of interest

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 i...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence 2003-08, Vol.25 (8), p.959-973
Hauptverfasser: Loy, G., Zelinsky, A.
Format: Artikel
Sprache:eng
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Zusammenfassung: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.
ISSN:0162-8828
1939-3539
DOI:10.1109/TPAMI.2003.1217601