2023

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LifeCLEF 2023 Teaser: Species Identification and Prediction Challenges
Alexis Joly | Hervé Goëau | Stefan Kahl | Lukás Picek | Christophe Botella | Diego Marcos | Milan Sulc | Marek Hrúz | Titouan Lorieul | Sara Si Moussi | Maximilien Servajean | Benjamin Kellenberger | Elijah Cole | Andrew Durso | Hervé Glotin | Robert Planqué | Willem-Pier Vellinga | Holger Klinck | Tom Denton | Ivan Eggel | Pierre Bonnet | Henning Müller
Advances in Information Retrieval - 45th European Conference on Information Retrieval, ECIR 2023, Dublin, Ireland, April 2-6, 2023, Proceedings, Part III

2022

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Overview of BirdCLEF 2022: Endangered bird species recognition in soundscape recordings
Stefan Kahl | Amanda Navine | Tom Denton | Holger Klinck | Patrick Hart | Hervé Glotin | Hervé Goëau | Willem-Pier Vellinga | Robert Planqué | Alexis Joly
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to - 8th, 2022

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Overview of PlantCLEF 2022: Image-based plant identification at global scale
Hervé Goëau | Pierre Bonnet | Alexis Joly
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to - 8th, 2022

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Overview of LifeCLEF 2022: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction
Alexis Joly | Hervé Goëau | Stefan Kahl | Lukás Picek | Titouan Lorieul | Elijah Cole | Benjamin Deneu | Maximilien Servajean | Andrew Durso | Hervé Glotin | Robert Planqué | Willem-Pier Vellinga | Amanda Navine | Holger Klinck | Tom Denton | Ivan Eggel | Pierre Bonnet | Milan Sulc | Marek Hrúz
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 13th International Conference of the CLEF Association, CLEF 2022, Bologna, Italy, September 5-8, 2022, Proceedings

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LifeCLEF 2022 Teaser: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction
Alexis Joly | Hervé Goëau | Stefan Kahl | Lukás Picek | Titouan Lorieul | Elijah Cole | Benjamin Deneu | Maximilien Servajean | Andrew Durso | Isabelle Bolon | Hervé Glotin | Robert Planqué | Willem-Pier Vellinga | Holger Klinck | Tom Denton | Ivan Eggel | Pierre Bonnet | Henning Müller | Milan Sulc
Advances in Information Retrieval - 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10-14, 2022, Proceedings, Part II

2021

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Overview of LifeCLEF 2021: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction
Alexis Joly | Hervé Goëau | Stefan Kahl | Lukás Picek | Titouan Lorieul | Elijah Cole | Benjamin Deneu | Maximilien Servajean | Andrew Durso | Isabelle Bolon | Hervé Glotin | Robert Planqué | Rafael Luis Ruiz De Castaneda | Willem-Pier Vellinga | Holger Klinck | Tom Denton | Ivan Eggel | Pierre Bonnet | Henning Müller
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 12th International Conference of the CLEF Association, CLEF 2021, Virtual Event, September 21-24, 2021, Proceedings

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Overview of BirdCLEF 2021: Bird call identification in soundscape recordings
Stefan Kahl | Tom Denton | Holger Klinck | Hervé Glotin | Hervé Goëau | Willem-Pier Vellinga | Robert Planqué | Alexis Joly
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to - 24th, 2021

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Overview of PlantCLEF 2021: cross-domain plant identification
Hervé Goëau | Pierre Bonnet | Alexis Joly
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to - 24th, 2021

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LifeCLEF 2021 Teaser: Biodiversity Identification and Prediction Challenges
Alexis Joly | Hervé Goëau | Elijah Cole | Stefan Kahl | Lukás Picek | Hervé Glotin | Benjamin Deneu | Maximilien Servajean | Titouan Lorieul | Willem-Pier Vellinga | Pierre Bonnet | Andrew Durso | Rafael Luis Ruiz De Castaneda | Ivan Eggel | Henning Müller
Advances in Information Retrieval - 43rd European Conference on IR Research, ECIR 2021, Virtual Event, March 28 - April 1, 2021, Proceedings, Part II

2020

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Overview of LifeCLEF 2020: A System-Oriented Evaluation of Automated Species Identification and Species Distribution Prediction
Alexis Joly | Hervé Goëau | Stefan Kahl | Benjamin Deneu | Maximilien Servajean | Elijah Cole | Lukás Picek | Rafael Luis Ruiz De Castañeda | Isabelle Bolon | Andrew Durso | Titouan Lorieul | Christophe Botella | Hervé Glotin | Julien Champ | Ivan Eggel | Willem-Pier Vellinga | Pierre Bonnet | Henning Müller
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 11th International Conference of the CLEF Association, CLEF 2020, Thessaloniki, Greece, September 22-25, 2020, Proceedings

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Overview of LifeCLEF Plant Identification task 2020
Hervé Goëau | Pierre Bonnet | Alexis Joly
Working Notes of CLEF 2020 - Conference and Labs of the Evaluation Forum, Thessaloniki, Greece, September 22-25, 2020

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Overview of BirdCLEF 2020: Bird Sound Recognition in Complex Acoustic Environments
Stefan Kahl | Mary Clapp | W. Alexander Hopping | Hervé Goëau | Hervé Glotin | Robert Planqué | Willem-Pier Vellinga | Alexis Joly
Working Notes of CLEF 2020 - Conference and Labs of the Evaluation Forum, Thessaloniki, Greece, September 22-25, 2020

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Domain Adaptation in the Context of Herbarium Collections: A submission to PlantCLEF 2020
Juan Villacis-Llobet | Hervé Goëau | Pierre Bonnet | Alexis Joly | Erick Mata-Montero
Working Notes of CLEF 2020 - Conference and Labs of the Evaluation Forum, Thessaloniki, Greece, September 22-25, 2020

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LifeCLEF 2020 Teaser: Biodiversity Identification and Prediction Challenges
Alexis Joly | Hervé Goëau | Stefan Kahl | Christophe Botella | Rafael Luis Ruiz De Castaneda | Hervé Glotin | Elijah Cole | Julien Champ | Benjamin Deneu | Maximilien Servajean | Titouan Lorieul | Willem-Pier Vellinga | Fabian-Robert Stöter | Andrew Durso | Pierre Bonnet | Henning Müller
Advances in Information Retrieval - 42nd European Conference on IR Research, ECIR 2020, Lisbon, Portugal, April 14-17, 2020, Proceedings, Part II

2019

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Overview of LifeCLEF Plant Identification Task 2019: diving into Data Deficient Tropical Countries
Hervé Goëau | Pierre Bonnet | Alexis Joly
Working Notes of CLEF 2019 - Conference and Labs of the Evaluation Forum, Lugano, Switzerland, September 9-12, 2019

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Overview of BirdCLEF 2019: Large-Scale Bird Recognition in Soundscapes
Stefan Kahl | Fabian-Robert Stöter | Hervé Goëau | Hervé Glotin | Bob Planqué | Willem-Pier Vellinga | Alexis Joly
Working Notes of CLEF 2019 - Conference and Labs of the Evaluation Forum, Lugano, Switzerland, September 9-12, 2019

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Overview of LifeCLEF 2019: Identification of Amazonian Plants, South & North American Birds, and Niche Prediction
Alexis Joly | Hervé Goëau | Christophe Botella | Stefan Kahl | Maximilien Servajean | Hervé Glotin | Pierre Bonnet | Robert Planqué | Fabian-Robert Stöter | Willem-Pier Vellinga | Henning Müller
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 10th International Conference of the CLEF Association, CLEF 2019, Lugano, Switzerland, September 9-12, 2019, Proceedings

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LifeCLEF 2019: Biodiversity Identification and Prediction Challenges
Alexis Joly | Hervé Goëau | Christophe Botella | Stefan Kahl | Marion Poupard | Maximilien Servajean | Hervé Glotin | Pierre Bonnet | Willem-Pier Vellinga | Robert Planqué | Jan Schlüter | Fabian-Robert Stöter | Henning Müller
Advances in Information Retrieval - 41st European Conference on IR Research, ECIR 2019, Cologne, Germany, April 14-18, 2019, Proceedings, Part II

2018

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Overview of ExpertLifeCLEF 2018: how far Automated Identification Systems are from the Best Experts?
Hervé Goëau | Pierre Bonnet | Alexis Joly
Working Notes of CLEF 2018 - Conference and Labs of the Evaluation Forum, Avignon, France, September 10-14, 2018

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Overview of BirdCLEF 2018: Monospecies vs. Sundscape Bird Identification
Hervé Goëau | Stefan Kahl | Hervé Glotin | Bob Planqué | Willem-Pier Vellinga | Alexis Joly
Working Notes of CLEF 2018 - Conference and Labs of the Evaluation Forum, Avignon, France, September 10-14, 2018

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Overview of LifeCLEF 2018: A Large-Scale Evaluation of Species Identification and Recommendation Algorithms in the Era of AI
Alexis Joly | Hervé Goëau | Christophe Botella | Hervé Glotin | Pierre Bonnet | Willem-Pier Vellinga | Robert Planqué | Henning Müller
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 9th International Conference of the CLEF Association, CLEF 2018, Avignon, France, September 10-14, 2018, Proceedings

2017

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Plant Identification Based on Noisy Web Data: the Amazing Performance of Deep Learning (LifeCLEF 2017)
Hervé Goëau | Pierre Bonnet | Alexis Joly
Working Notes of CLEF 2017 - Conference and Labs of the Evaluation Forum, Dublin, Ireland, September 11-14, 2017

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LifeCLEF Bird Identification Task 2017
Hervé Goëau | Hervé Glotin | Willem-Pier Vellinga | Bob Planqué | Alexis Joly
Working Notes of CLEF 2017 - Conference and Labs of the Evaluation Forum, Dublin, Ireland, September 11-14, 2017

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LifeCLEF 2017 Lab Overview: Multimedia Species Identification Challenges
Alexis Joly | Hervé Goëau | Hervé Glotin | Concetto Spampinato | Pierre Bonnet | Willem-Pier Vellinga | Jean-Christophe Lombardo | Robert Planqué | Simone Palazzo | Henning Müller
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 8th International Conference of the CLEF Association, CLEF 2017, Dublin, Ireland, September 11-14, 2017, Proceedings

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Plant Classification Based on Gated Recurrent Unit
Sue Han Lee | Yang Loong Chang | Chee Seng Chan | Alexis Joly | Pierre Bonnet | Hervé Goëau
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 9th International Conference of the CLEF Association, CLEF 2018, Avignon, France, September 10-14, 2018, Proceedings

2016

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Floristic participation at LifeCLEF 2016 Plant Identification Task
Julien Champ | Hervé Goëau | Alexis Joly
Working Notes of CLEF 2016 - Conference and Labs of the Evaluation forum, Évora, Portugal, 5-8 September, 2016

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LifeCLEF Bird Identification Task 2016: The arrival of Deep learning
Hervé Goëau | Hervé Glotin | Willem-Pier Vellinga | Robert Planqué | Alexis Joly
Working Notes of CLEF 2016 - Conference and Labs of the Evaluation forum, Évora, Portugal, 5-8 September, 2016

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Plant Identification in an Open-world (LifeCLEF 2016)
Hervé Goëau | Pierre Bonnet | Alexis Joly
Working Notes of CLEF 2016 - Conference and Labs of the Evaluation forum, Évora, Portugal, 5-8 September, 2016

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LifeCLEF 2016: Multimedia Life Species Identification Challenges
Alexis Joly | Hervé Goëau | Hervé Glotin | Concetto Spampinato | Pierre Bonnet | Willem-Pier Vellinga | Julien Champ | Robert Planqué | Simone Palazzo | Henning Müller
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 7th International Conference of the CLEF Association, CLEF 2016, Évora, Portugal, September 5-8, 2016, Proceedings

2015

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LifeCLEF 2015: Multimedia Life Species Identification Challenges
Alexis Joly | Hervé Goëau | Hervé Glotin | Concetto Spampinato | Pierre Bonnet | Willem-Pier Vellinga | Robert Planqué | Andreas Rauber | Simone Palazzo | Bob Fisher | Henning Müller
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 6th International Conference of the CLEF Association, CLEF 2015, Toulouse, France, September 8-11, 2015, Proceedings

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LifeCLEF Plant Identification Task 2015
Hervé Goëau | Pierre Bonnet | Alexis Joly
Working Notes of CLEF 2015 - Conference and Labs of the Evaluation forum, Toulouse, France, September 8-11, 2015

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LifeCLEF Bird Identification Task 2015
Hervé Goëau | Hervé Glotin | Willem-Pier Vellinga | Robert Planqué | Andreas Rauber | Alexis Joly
Working Notes of CLEF 2015 - Conference and Labs of the Evaluation forum, Toulouse, France, September 8-11, 2015

2014

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LifeCLEF: Multimedia life species identification
Alexis Joly | Henning Müller | Hervé Goëau | Hervé Glotin | Concetto Spampinato | Andreas Rauber | Pierre Bonnet | Willem-Pier Vellinga | Robert B. Fisher | Robert Planqué
Proceedings of the 1st International Workshop on Environnmental Multimedia Retrieval co-located with ACM International Conference on Multimedia Retrieval, EMR@ICMR 2014, Glasgow, UK, April 1, 2014

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Pl@ntNet Mobile 2014: Android port and new features
Hervé Goëau | Pierre Bonnet | Alexis Joly | Antoine Affouard | Vera Bakic | Julien Barbe | Samuel Dufour | Souheil Selmi | Itheri Yahiaoui | Christel Vignau | Daniel Barthélémy | Nozha Boujemaa
International Conference on Multimedia Retrieval, ICMR '14, Glasgow, United Kingdom - April 01 - 04, 2014

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LifeCLEF 2014: Multimedia Life Species Identification Challenges
Alexis Joly | Hervé Goëau | Hervé Glotin | Concetto Spampinato | Pierre Bonnet | Willem-Pier Vellinga | Robert Planqué | Andreas Rauber | Robert B. Fisher | Henning Müller
Information Access Evaluation. Multilinguality, Multimodality, and Interaction - 5th International Conference of the CLEF Initiative, CLEF 2014, Sheffield, UK, September 15-18, 2014. Proceedings

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PlantNet Participation at LifeCLEF2014 Plant Identification Task
Hervé Goëau | Alexis Joly | Itheri Yahiaoui
Working Notes for CLEF 2014 Conference, Sheffield, UK, September 15-18, 2014

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LifeCLEF Plant Identification Task 2014
Alexis Joly | Hervé Goëau
Working Notes for CLEF 2014 Conference, Sheffield, UK, September 15-18, 2014

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LifeCLEF Bird Identication Task 2014
Hervé Goëau | Hervé Glotin | Willem-Pier Vellinga | Robert Planqué | Andreas Rauber | Alexis Joly
Working Notes for CLEF 2014 Conference, Sheffield, UK, September 15-18, 2014

2013

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An android application for leaf-based plant identification
Sofiène Mouine | Itheri Yahiaoui | Anne Verroust-Blondet | Laurent Joyeux | Souheil Selmi | Hervé Goëau
International Conference on Multimedia Retrieval, ICMR'13, Dallas, TX, USA, April 16-19, 2013

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The ImageCLEF 2013 Plant Identification Task
Hervé Goëau | Pierre Bonnet | Alexis Joly | Vera Bakic | Daniel Barthélémy | Nozha Boujemaa | Jean-François Molino
Working Notes for CLEF 2013 Conference , Valencia, Spain, September 23-26, 2013

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Inria's Participation at ImageCLEF 2013 Plant Identification Task
Vera Bakic | Sofiène Mouine | Saloua Ouertani-Litayem | Anne Verroust-Blondet | Itheri Yahiaoui | Hervé Goëau | Alexis Joly
Working Notes for CLEF 2013 Conference , Valencia, Spain, September 23-26, 2013

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ImageCLEF 2013: The Vision, the Data and the Open Challenges
Barbara Caputo | Henning Müller | Bart Thomee | Mauricio Villegas | Roberto Paredes | David Zellhöfer | Hervé Goëau | Alexis Joly | Pierre Bonnet | Jesus Martínez-Gómez | Ismael García-Varea | Miguel Cazorla
Information Access Evaluation. Multilinguality, Multimodality, and Visualization - 4th International Conference of the CLEF Initiative, CLEF 2013, Valencia, Spain, September 23-26, 2013. Proceedings

2012

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The ImageCLEF 2012 Plant Identification Task
Hervé Goëau | Pierre Bonnet | Alexis Joly | Itheri Yahiaoui | Daniel Barthélémy | Nozha Boujemaa | Jean-François Molino
CLEF 2012 Evaluation Labs and Workshop, Online Working Notes, Rome, Italy, September 17-20, 2012

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Inria IMEDIA2's Participation at ImageCLEF 2012 Plant Identification Task
Vera Bakic | Itheri Yahiaoui | Sofiène Mouine | Saloua Litayem | Wajih Ouertani | Anne Verroust-Blondet | Hervé Goëau | Alexis Joly
CLEF 2012 Evaluation Labs and Workshop, Online Working Notes, Rome, Italy, September 17-20, 2012

2011

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The CLEF 2011 Plant Images Classification Task
Hervé Goëau | Pierre Bonnet | Alexis Joly | Nozha Boujemaa | Daniel Barthélémy | Jean-François Molino | Philippe Birnbaum | Elise Mouysset | Marie Picard
CLEF 2011 Labs and Workshop, Notebook Papers, 19-22 September 2011, Amsterdam, The Netherlands

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Participation of INRIA & Pl@ntNet to ImageCLEF 2011 Plant Images Classification Task
Hervé Goëau | Alexis Joly | Itheri Yahiaoui | Pierre Bonnet | Elise Mouysset
CLEF 2011 Labs and Workshop, Notebook Papers, 19-22 September 2011, Amsterdam, The Netherlands

2008

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Interactive components for visual exploration of multimedia archives
Marie-Luce Viaud | Jérôme Thièvre | Hervé Goëau | Agnès Saulnier | Olivier Buisson
Proceedings of the 7th ACM International Conference on Image and Video Retrieval, CIVR 2008, Niagara Falls, Canada, July 7-9, 2008