LifeCLEF 2015: Multimedia life species identification challenges

Joly Alexis, Goeau Hervé, Glotin Hervé, Spampinato Concetto, Bonnet Pierre, Vellinga Willem-Pier, Planqué Robert, Rauber Andreas, Palazzo Simone, Fisher Bob, Müller Henning. 2015. LifeCLEF 2015: Multimedia life species identification challenges. In : Experimental IR meets multilinguality, multimodality, and interaction. Mothe Josiane (ed.), Savoy Jacques (ed.), Kamps Jaap (ed.), Pinel-Sauvagna Karen (ed.), Jones Gareth J.F. (ed.), San Juan Eric (ed.), Capello Linda (ed.), Ferro Nicola (ed.). Cham : Springer, 462-483. (Lecture Notes in Computer Science, 9283) ISBN 978-3-319-24026-8 International Conference of the CLEF Association (CLEF 2015). 6, Toulouse, France, 8 Septembre 2015/11 Septembre 2015.

Résumé : Using multimedia identification tools is considered as one of the most promising solutions to help bridging the taxonomic gap and build accurate knowledge of the identity, the geographic distribution and the evolution of living species. Large and structured communities of nature observers (e.g. eBird, Xeno-canto, Tela Botanica, etc.) as well as big monitoring equipments have actually started to produce outstanding collections of multimedia records. Unfortunately, the performance of the state-of- the-art analysis techniques on such data is still not well understood and is far from reaching the real world 's requirements. The LifeCLEF lab proposes to evaluate these challenges around 3 tasks related to multimedia information retrieval and fin e-grained classification problems in 3 living worlds. Each task is based on large and real-world data and the measured challenges are defined in collaboration with biologists and environmental stakeholders in order to reflect realistic usage scenarios. This pa per presents more particularly the 2015 edition of LifeCLEF. For each of the three tasks, we report the methodology and the data sets as well as the raw results and the main outcomes.

Auteurs et affiliations

• Joly Alexis, INRIA (FRA)
• Goeau Hervé, CIRAD-BIOS-UMR AMAP (FRA)
• Glotin Hervé, Université de Toulon et du Var (FRA)
• Spampinato Concetto, University of Catania (ITA)
• Bonnet Pierre, CIRAD-BIOS-UMR AMAP (FRA) ORCID: 0000-0002-2828-4389
• Vellinga Willem-Pier, Xeno-canto foundation (NLD)
• Planqué Robert, Xeno-canto foundation (NLD)
• Rauber Andreas, VUT (AUT)
• Palazzo Simone, University of Catania (ITA)
• Fisher Bob, University of Edinburgh (GBR)
• Müller Henning, HES (CHE)

Source : Cirad-Agritrop (https://agritrop.cirad.fr/596469/)

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