Sub-Riemannian mean curvature flow for image processing

In this paper we reconsider the sub-Riemannian cortical model of image completion introduced by Sarti and Citti in 2003. This model combines two mechanisms, the sub-Riemannian diffusion and the concentration, giving rise to a diffusion driven motion by curvature. In this paper we give a formal proof...

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Hauptverfasser: Citti, Giovanna, Franceschiello, Benedetta, Sanguinetti, Gonzalo, Sarti, Alessandro
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Sprache:eng
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Zusammenfassung:In this paper we reconsider the sub-Riemannian cortical model of image completion introduced by Sarti and Citti in 2003. This model combines two mechanisms, the sub-Riemannian diffusion and the concentration, giving rise to a diffusion driven motion by curvature. In this paper we give a formal proof of the existence of viscosity solutions of the sub-Riemannian motion by curvature. Results of completion and enhancement on a number of natural images are shown and compared with other models.
DOI:10.48550/arxiv.1504.03710