QUANTITATIVE COMPARISON OF TOLERANCE-BASED FEATURE TRANSFORMS

Dennie Reniers; Alexandru Telea

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Paper

QUANTITATIVE COMPARISON OF TOLERANCE-BASED FEATURE TRANSFORMS

Topics: Computational Geometry; Mathematical Morphology

In Proceedings of the First International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, 107-114, 2006 , Setúbal, Portugal

Authors: Dennie Reniers and Alexandru Telea

Affiliation: Eindhoven University of Technology, Netherlands

Keyword(s): feature transform, tolerance-based, distance transform, algorithms, image processing.

Related Ontology Subjects/Areas/Topics: Computational Geometry ; Computer Vision, Visualization and Computer Graphics ; Image Formation and Preprocessing ; Mathematical Morphology

Abstract: Tolerance-based feature transforms (TFTs) assign to each pixel in an image not only the nearest feature pixels on the boundary (origins), but all origins from the minimum distance up to a user-defined tolerance. In this paper, we compare four simple-to-implement methods for computing TFTs on binary images. Of these methods, the Fast Marching TFT and Euclidean TFT are new. The other two extend existing distance transform algorithms. We quantitatively and qualitatively compare all algorithms on speed and accuracy of both distance and origin results. Our analysis is aimed at helping practitioners in the field to choose the right method for given accuracy and performance constraints.

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Paper citation in several formats:

Reniers, D. and Telea, A. (2006). QUANTITATIVE COMPARISON OF TOLERANCE-BASED FEATURE TRANSFORMS. In Proceedings of the First International Conference on Computer Vision Theory and Applications (VISIGRAPP 2006) - Volume 1: VISAPP; ISBN 972-8865-40-6; ISSN 2184-4321, SciTePress, pages 107-114. DOI: 10.5220/0001361801070114

@conference{visapp06,
author={Dennie Reniers. and Alexandru Telea.},
title={QUANTITATIVE COMPARISON OF TOLERANCE-BASED FEATURE TRANSFORMS},
booktitle={Proceedings of the First International Conference on Computer Vision Theory and Applications (VISIGRAPP 2006) - Volume 1: VISAPP},
year={2006},
pages={107-114},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001361801070114},
isbn={972-8865-40-6},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the First International Conference on Computer Vision Theory and Applications (VISIGRAPP 2006) - Volume 1: VISAPP
TI - QUANTITATIVE COMPARISON OF TOLERANCE-BASED FEATURE TRANSFORMS
SN - 972-8865-40-6
IS - 2184-4321
AU - Reniers, D.
AU - Telea, A.
PY - 2006
SP - 107
EP - 114
DO - 10.5220/0001361801070114
PB - SciTePress