Plant species recognition using spatial correlation between the leaf margin and the leaf salient points. - Archive ouverte HAL Accéder directement au contenu
Communication Dans Un Congrès Année : 2013

Plant species recognition using spatial correlation between the leaf margin and the leaf salient points.

Résumé

In this paper, we propose an automatic approach for plant species identification, based on the visual information provided by the plant leaves. More precisely, we consider two sources of information: the leaf margin and the leaf salient points. We investigate two shape context based descriptors: the first one describes the leaf boundary while the second descriptor represents the spatial correlation between salient points of the leaf and its margin. We also study the performance of the fusion of these two descriptors on the ImageCLEF 2011 and 2012 leaf datasets. Experiments show the effectiveness and the efficiency of the proposed method.
Fichier principal
Vignette du fichier
icip2013_version1.pdf (402.51 Ko) Télécharger le fichier
Origine : Fichiers produits par l'(les) auteur(s)
Loading...

Dates et versions

hal-00865162 , version 1 (24-09-2013)

Identifiants

  • HAL Id : hal-00865162 , version 1

Citer

Sofiène Mouine, Itheri Yahiaoui, Anne Verroust-Blondet. Plant species recognition using spatial correlation between the leaf margin and the leaf salient points.. ICIP 2013 - IEEE International Conference on Image Processing, Sep 2013, Melbourne, Australia. ⟨hal-00865162⟩
284 Consultations
522 Téléchargements

Partager

Gmail Facebook X LinkedIn More