 |
|
| HAL : hal-00622274, version 1 |
| Fiche détaillée |  Récupérer au format |
 |
| CLEF 2011, Conference on Multilingual and Multimodal Information Access Evaluation, Amsterdam : Pays-Bas (2011) |
|
|
|
|
| Guiding Active Contours for Tree Leaf Segmentation and Identification |
|
|
| Guillaume Cerutti 1Laure Tougne 1 |
|
|
| (09/2011) |
|
|
|
| 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. |
|
|
|
|
|
|
|
|
|
|
|
| 1 : | Laboratoire d'InfoRmatique en Images et Systèmes d'Information (LIRIS) |
|
|
|
CNRS : UMR5205 – Université Claude Bernard - Lyon I – Université Lumière - Lyon II – Institut National des Sciences Appliquées (INSA) - Lyon – Ecole Centrale de Lyon |
|
|
| 2 : | Image Science for Interventional Techniques (ISIT) |
|
|
|
CNRS : UMR6284 – Université d'Auvergne - Clermont-Ferrand I |
|
|
| 3 : | Laboratoire d'Informatique, Systèmes, Traitement de l'Information et de la Connaissance (LISTIC) |
|
|
|
Université de Savoie : EA3703 |
|
|
|
|
|
|
|
|
|
| Domaine | : | Informatique/Traitement des images |
|
|
| Leaf identification – Segmentation |
|
| hal-00622274, version 1 | |
| http://hal.archives-ouvertes.fr/hal-00622274 | |
| oai:hal.archives-ouvertes.fr:hal-00622274 | |
| Contributeur : Guillaume Cerutti | |
| Soumis le : Lundi 12 Septembre 2011, 11:44:55 | |
| Fichier(s) disponible le : 12/09/2013 | |
| Dernière modification le : Lundi 12 Septembre 2011, 12:06:06 | |
