Hough Transform from the Radon Transform

Authors:
Stanley R. Deans
Affiliations:
School of Mathematics, University of Minnesota, Minneapolis, MN 55455.
Venue:
IEEE Transactions on Pattern Analysis and Machine Intelligence
Year:
1981

Citing 0
Cited 9

The randomized-Hough-transform-based method for great-circle detection on sphere

Pattern Recognition Letters
Exact image reconstruction from a limited number of projections

Journal of Visual Communication and Image Representation
N-Point Hough transform for line detection

Journal of Visual Communication and Image Representation
The generalized Radon transform: Sampling, accuracy and memory considerations

Pattern Recognition
Advanced Radon transform using generalized interpolated Fourier method for straight line detection

Computer Vision and Image Understanding
The hough transform application including its hardware implementation

ACIVS'05 Proceedings of the 7th international conference on Advanced Concepts for Intelligent Vision Systems
Generalised relaxed Radon transform (GR2T) for robust inference

Pattern Recognition
Automatic evaluation of solid state track detectors by artificial vision

Computers and Electrical Engineering
Optical character recognition: A comprehensive study of hybrid methods

International Journal of Knowledge-based and Intelligent Engineering Systems

Quantified Score

Hi-index	0.14

Visualization

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.