Participation of INRIA & Pl@ntNet to ImageCLEF 2011 plant images classification task

Hervé Goëau (1) , Alexis Joly (1, 2) , Itheri Yahiaoui (1, 3) , Pierre Bonnet (4) , Elise Mouysset (5)

1 IMEDIA - Image and multimedia indexing, browsing and retrieval
2 ZENITH - Scientific Data Management
3 CRESTIC - Centre de Recherche en Sciences et Technologies de l'Information et de la Communication - EA 3804
4 UMR AMAP - Botanique et Modélisation de l'Architecture des Plantes et des Végétations
5 Tela Botanica

This paper presents the participation of INRIA IMEDIA group and the Pl@ntNet project to ImageCLEF 2011 plant identification task. ImageCLEF's plant identification task provides a testbed for the system-oriented evaluation of tree species identification based on leaf images. The aim is to investigate image retrieval approaches in the context of crowdsourced images of leaves collected in a collaborative manner. IMEDIA submitted two runs to this task and obtained the best evaluation score for two of the three image categories addressed within the benchmark. The paper presents the two approaches employed, and provides an analysis of the obtained evaluation results.

Domaines: Bio-informatique [q-bio.QM]; Bio-Informatique, Biologie Systémique [q-bio.QM]; Vision par ordinateur et reconnaissance de formes [cs.CV]; Recherche d'information [cs.IR]

Hervé Goëau, Alexis Joly, Itheri Yahiaoui, Pierre Bonnet, Elise Mouysset. Participation of INRIA & Pl@ntNet to ImageCLEF 2011 plant images classification task. ImageCLEF 2011, Sep 2011, Amsterdam, Netherlands. pp.0-0. ⟨hal-00642239⟩