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Geodesic attributes thinnings and thickenings

Abstract : An attribute opening is an idempotent, anti-extensive and increasing operator that removes, in the case of binary images, all the connected components (CC) which do not fulfil a given criterion. When the increasingness property is dropped, more general algebraic thinnings are obtained. We propose in this paper, to use criteria based on the geodesic diameter to build algebraic thinnings for greyscale images. An application to the extraction of cracks is then given to illustrate the performance of the proposed filters. Finally, we will discuss the advantages of these new operators compared to other methods.
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https://hal-mines-paristech.archives-ouvertes.fr/hal-00658960
Contributor : Bibliothèque Mines Paristech <>
Submitted on : Wednesday, January 11, 2012 - 4:24:48 PM
Last modification on : Thursday, September 24, 2020 - 4:38:04 PM

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Vincent Morard, Etienne Decencière, Petr Dokládal. Geodesic attributes thinnings and thickenings. 10th International Symposium on Mathematical Morphology and Its Application to Signal and Image Processing, ISMM 2011, Jul 2011, Verbania-Intra, Italy. pp.200-211, ⟨10.1007/978-3-642-21569-8_18⟩. ⟨hal-00658960⟩

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