Identification of a discrete planar symmetric shape from a single noisy view

In this paper, we propose a method for identifying a discrete planar symmetric shape from an arbitrary viewpoint. Our algorithm is based on a newly proposed notion of a view's skeleton. We show that this concept yields projective invariants which facilitate the identification procedure. It is,...

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Veröffentlicht in:IEEE transactions on image processing 2005-12, Vol.14 (12), p.2051-2059
Hauptverfasser: Poliannikov, O.V., Krim, H.
Format: Artikel
Sprache:eng
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Zusammenfassung:In this paper, we propose a method for identifying a discrete planar symmetric shape from an arbitrary viewpoint. Our algorithm is based on a newly proposed notion of a view's skeleton. We show that this concept yields projective invariants which facilitate the identification procedure. It is, furthermore, shown that the proposed method may be extended to the case of noisy data to yield an optimal estimate of a shape in question. Substantiating examples are provided.
ISSN:1057-7149
1941-0042
DOI:10.1109/TIP.2005.859387