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Image and Vision Computing
Volume 5, Issue 4, November 1987, Pages 279-286
 
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doi:10.1016/0262-8856(87)90004-7    How to Cite or Link Using DOI (Opens New Window)
Copyright © 1987 Published by Elsevier Science B.V.

Improved localization in a generalized Hough scheme for the detection of straight edges

ER Davies

Machine Vision Group, Department of Physics, Royal Holloway & Bedford New College. Egham Hill, Egham, Surrey TW20 0EX, UK

Available online 14 August 2003.

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Abstract

Hough transforms are widely used for the location of straight edges in digital images, yet most common line parametrization schemes give no information on longitudinal localization. The generalized Hough transform goes some way to overcoming this problem. This paper studies how to improve the situation further. A trade-off between sensitivity and localization is found; in practical situations this results in significantly greater accuracy, but the important gain is a reduction in the number of ambiguities introduced by interactions between the transforms of unrelated straight edges.

Author Keywords: image analysis; edge orientation; Hough transform

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Image and Vision Computing
Volume 5, Issue 4, November 1987, Pages 279-286
 
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