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LifeCLEF 2015: Multimedia Life Species Identification Challenges

Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Alexis Joly
  • Hervé Goëau
  • Hervé Glotin
  • Concetto Spampinato
  • Pierre Bonnet
  • Willem-Pier Vellinga
  • Robert Planqué
  • Andreas Rauber
  • Simone Palazzo
  • Bob Fisher
  • Henning Müller

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http://link.springer.com/chapter/10.1007/978-3-319-24027-5_46
Original languageEnglish
Title of host publicationExperimental IR Meets Multilinguality, Multimodality, and Interaction
Subtitle of host publication6th International Conference of the CLEF Association, CLEF'15, Toulouse, France, September 8-11, 2015, Proceedings
EditorsJosiane Mothe, Jacques Savoy, Jaap Kamps, Karen Pinel-Sauvagnat, J.F. Gareth Jones, Eric SanJuan, Linda Cappellato, Nicola Ferro
Place of PublicationCham
PublisherSpringer International Publishing
Pages462-483
Number of pages22
ISBN (Electronic)978-3-319-24027-5
ISBN (Print)978-3-319-24026-8
DOIs
Publication statusPublished - 2015

Publication series

NameLecture Notes in Computer Science
PublisherSpringer International Publishing
Volume9283
ISSN (Print)0302-9743

Abstract

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 fine-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 paper 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.

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