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A new shape descriptor defined on the Radon transform

Identifieur interne : 005626 ( Main/Curation ); précédent : 005625; suivant : 005627

A new shape descriptor defined on the Radon transform

Auteurs : S. Tabbone [France] ; L. Wendling [France] ; J.-P. Salmon [France]

Source :

RBID : Pascal:06-0226393

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English descriptors

Abstract

This paper presents a novel approach to identify complex shapes based on the Radon transform. We propose an adaptation of Radon transform called R-transform, which is invariant to common geometrical transformations. Moreover, to improve the uniqueness of the approach, a binary shape is projected into the Radon space for different levels of the Chamfer distance transform. The accuracy and the efficiency of the proposed algorithm in the presence of a variety of transformations are evaluated within a shape recognition process.

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Pascal:06-0226393

Le document en format XML

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<div type="abstract" xml:lang="en">This paper presents a novel approach to identify complex shapes based on the Radon transform. We propose an adaptation of Radon transform called $\mathcal R$-transform which is invariant to common geometrical transformations. Moreover, to improve the uniqueness of the approach, a binary shape is projected into the Radon space for different levels of the Chamfer distance transform. The accuracy and the efficiency of the proposed algorithm in the presence of a variety of transformations are evaluated within a shape recognition process.</div>
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<country>France</country>
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<idno type="wicri:doubleKey">1077-3142:2006:Tabbone S:a:new:shape</idno>
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<title xml:lang="en" level="a">A new shape descriptor defined on the Radon transform</title>
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<name sortKey="Tabbone, S" sort="Tabbone, S" uniqKey="Tabbone S" first="S." last="Tabbone">S. Tabbone</name>
<affiliation wicri:level="1">
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<s1>LORIA, Campus Scientifique, BP 239</s1>
<s2>54 506 Vandœuvre-les-Nancy</s2>
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<sZ>1 aut.</sZ>
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<country>France</country>
<wicri:noRegion>54 506 Vandœuvre-les-Nancy</wicri:noRegion>
<wicri:noRegion>BP 239</wicri:noRegion>
<wicri:noRegion>54 506 Vandœuvre-les-Nancy</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Wendling, L" sort="Wendling, L" uniqKey="Wendling L" first="L." last="Wendling">L. Wendling</name>
<affiliation wicri:level="1">
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<s1>LORIA, Campus Scientifique, BP 239</s1>
<s2>54 506 Vandœuvre-les-Nancy</s2>
<s3>FRA</s3>
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<country>France</country>
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<author>
<name sortKey="Salmon, J P" sort="Salmon, J P" uniqKey="Salmon J" first="J.-P." last="Salmon">J.-P. Salmon</name>
<affiliation wicri:level="1">
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<s1>LORIA, Campus Scientifique, BP 239</s1>
<s2>54 506 Vandœuvre-les-Nancy</s2>
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<country>France</country>
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<wicri:noRegion>BP 239</wicri:noRegion>
<wicri:noRegion>54 506 Vandœuvre-les-Nancy</wicri:noRegion>
</affiliation>
</author>
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<series>
<title level="j" type="main">Computer vision and image understanding : (Print)</title>
<title level="j" type="abbreviated">Comput. vis. image underst. : (Print)</title>
<idno type="ISSN">1077-3142</idno>
<imprint>
<date when="2006">2006</date>
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<seriesStmt>
<title level="j" type="main">Computer vision and image understanding : (Print)</title>
<title level="j" type="abbreviated">Comput. vis. image underst. : (Print)</title>
<idno type="ISSN">1077-3142</idno>
</seriesStmt>
</fileDesc>
<profileDesc>
<textClass>
<keywords scheme="KwdEn" xml:lang="en">
<term>Complex shape</term>
<term>Computer vision</term>
<term>Content-based retrieval</term>
<term>Discrete geometry</term>
<term>Geometric transformation</term>
<term>Geometrical shape</term>
<term>Image retrieval</term>
<term>Invariant</term>
<term>Pattern recognition</term>
<term>Radon transformation</term>
<term>Taper</term>
</keywords>
<keywords scheme="Pascal" xml:lang="fr">
<term>Vision ordinateur</term>
<term>Recherche image</term>
<term>Reconnaissance forme</term>
<term>Forme géométrique</term>
<term>Recherche par contenu</term>
<term>Forme complexe</term>
<term>Chanfrein</term>
<term>Géométrie discrète</term>
<term>Transformation Radon</term>
<term>Invariant</term>
<term>Transformation géométrique</term>
</keywords>
</textClass>
</profileDesc>
</teiHeader>
<front>
<div type="abstract" xml:lang="en">This paper presents a novel approach to identify complex shapes based on the Radon transform. We propose an adaptation of Radon transform called R-transform, which is invariant to common geometrical transformations. Moreover, to improve the uniqueness of the approach, a binary shape is projected into the Radon space for different levels of the Chamfer distance transform. The accuracy and the efficiency of the proposed algorithm in the presence of a variety of transformations are evaluated within a shape recognition process.</div>
</front>
</TEI>
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