Title :
Hough Transform from the Radon Transform
Author :
Deans, Stanley R.
Author_Institution :
School of Mathematics, University of Minnesota, Minneapolis, MN 55455.
fDate :
3/1/1981 12:00:00 AM
Abstract :
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.
Keywords :
Computed tomography; Geometry; Image analysis; Image processing; Image segmentation; Mathematics; Curve detection; Hough transform; Radon transform; image processing; line detection;
Journal_Title :
Pattern Analysis and Machine Intelligence, IEEE Transactions on
DOI :
10.1109/TPAMI.1981.4767076