Guiding Active Contours for Tree Leaf Segmentation and Identification
Résumé
In the process of tree identi cation from pictures of leaves in a natural background, retrieving an accurate contour is a challenging and crucial issue. In this paper we introduce a method designed to deal with the obstacles raised by such complex images, for simple and lobed tree leaves. A rst segmentation step based on a light polygonal leaf model is first performed, and later used to guide the evolution of an active contour. Combining global shape descriptors given by the polygonal model with local curvature-based features, the leaves are then classi ed over nearly 50 tree species.
Domaines
Traitement des images [eess.IV]| Origine | Fichiers produits par l'(les) auteur(s) |
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