Hough Transform from the Radon Transform

Hough Transform from the Radon Transform

An appropriate special case of a transform developed by J. Radon in 1917 is shown to have the major properties of the Hough transform which is useful for finding line segments in digital pictures. Such an observation may be useful in further efforts to generalize the Hough transform. Techniques for...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence 1981-03, Vol.PAMI-3 (2), p.185-188
1. Verfasser: Deans, Stanley R.
Format: Artikel
Sprache:eng
Schlagworte:
Computed tomography
Curve detection
Geometry
Hough transform
Image analysis
Image processing
Image segmentation
line detection
Mathematics
Radon transform
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Zusammenfassung:An appropriate special case of a transform developed by J. Radon in 1917 is shown to have the major properties of the Hough transform which is useful for finding line segments in digital pictures. Such an observation may be useful in further efforts to generalize the Hough transform. Techniques for applying the Radon transform to lines and pixels are developed through examples, and the appropriate generalization to arbitrary curves is discussed.
ISSN:0162-8828
1939-3539
DOI:10.1109/TPAMI.1981.4767076