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Maximilien Servajean

26
Documents

Publications

pierre-bonnet-amap
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Synergizing Digital, Biological, and Participatory Sciences for Global Plant Species Identification: Enabling access to a worldwide identification service

Pierre Bonnet , Antoine Affouard , Jean-Christophe Lombardo , Mathias Chouet , Hugo Gresse
Biodiversity Information Science and Standards, 2023, 7, pp.e112545. ⟨10.3897/biss.7.112545⟩
Article dans une revue hal-04430929v1
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Deep Species Distribution Modeling From Sentinel-2 Image Time-Series: A Global Scale Analysis on the Orchid Family

Joaquim Estopinan , Maximilien Servajean , Pierre Bonnet , François Munoz , Alexis Joly
Frontiers in Plant Science, 2022, 13, pp.839327. ⟨10.3389/fpls.2022.839327⟩
Article dans une revue hal-03693593v1
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Very High Resolution Species Distribution Modeling Based on Remote Sensing Imagery: How to Capture Fine-Grained and Large-Scale Vegetation Ecology With Convolutional Neural Networks?

Benjamin Deneu , Alexis Joly , Pierre Bonnet , Maximilien Servajean , François Munoz
Frontiers in Plant Science, 2022, 13, ⟨10.3389/fpls.2022.839279⟩
Article dans une revue hal-03695760v1
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Convolutional neural networks improve species distribution modelling by capturing the spatial structure of the environment

Benjamin Deneu , Maximilien Servajean , Pierre Bonnet , Christophe Botella , François Munoz
PLoS Computational Biology, 2021, 17 (4), pp.e1008856. ⟨10.1371/journal.pcbi.1008856⟩
Article dans une revue hal-03220977v1
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Pl@ntNet Services, a Contribution to the Monitoring and Sharing of Information on the World Flora

Pierre Bonnet , Julien Champ , Hervé Goëau , Fabian-Robert Stöter , Benjamin Deneu
Biodiversity Information Science and Standards, 2020, 4, pp.e58933. ⟨10.3897/biss.4.58933⟩
Article dans une revue hal-02973673v1
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How citizen scientists contribute to monitor protected areas thanks to automatic plant identification tools

Pierre Bonnet , Alexis Joly , Jean-Michel Faton , Susan Brown , David Kimiti
Ecological Solutions and Evidence, 2020, 1 (2), ⟨10.1002/2688-8319.12023⟩
Article dans une revue hal-02937618v1
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Overview of GeoLifeCLEF 2023: Species Composition Prediction with High Spatial Resolution at Continental Scale Using Remote Sensing

Christophe Botella , Benjamin Deneu , Diego Marcos , Maximilien Servajean , Théo Larcher
CLEF 2023 - Working Notes of the Conference and Labs of the Evaluation Forum, Sep 2023, Thessalokini, Greece. pp.1954-1971
Communication dans un congrès hal-04322255v1
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LifeCLEF 2023 teaser: Species Identification and Prediction Challenges

Alexis Joly , Stefan Kahl , Lukáš Picek , Christophe Botella , Diego Marcos
ECIR 2023 - 45th European Conference on Information Retrieval, Jaap Kamps; Lorraine Goeuriot; Fabio Crestani; Maria Maistro; Hideo Joho; Brian Davis; Cathal Gurrin; Udo Kruschwitz; Annalina Caputo, Apr 2023, Dublin, Ireland. pp.568-576, ⟨10.1007/978-3-031-28241-6_65⟩
Communication dans un congrès hal-04204378v1
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Species Distribution Modeling based on aerial images and environmental features with Convolutional Neural Networks

César Leblanc , Alexis Joly , Titouan Lorieul , Maximilien Servajean , Pierre Bonnet
CLEF 2022 - Working Notes of the Conference and Labs of the Evaluation Forum, Guglielmo Faggioli; Nicola Ferro; Allan Hanbury; Martin Potthast, Sep 2022, Bologne, Italy. pp.2123-2150
Communication dans un congrès hal-03817452v1

Overview of LifeCLEF 2022: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction

Alexis Joly , Hervé Goëau , Stefan Kahl , Lukáš Picek , Titouan Lorieul
CLEF 2022 - 13th International Conference of the Cross-Language Evaluation Forum for European Languages, Sep 2022, Bologna, Italy. pp.257-285, ⟨10.1007/978-3-031-13643-6_19⟩
Communication dans un congrès hal-03807746v1
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Overview of GeoLifeCLEF 2022: Predicting species presence from multi-modal remote sensing, bioclimatic and pedologic data

Titouan Lorieul , Elijah Cole , Benjamin Deneu , Maximilien Servajean , Pierre Bonnet
CLEF 2022 - Working Notes of the Conference and Labs of the Evaluation Forum, Sep 2022, Bologne, Italy. pp.1940-1956
Communication dans un congrès lirmm-03793595v1
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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 , Lukáš Picek , Titouan Lorieul
ECIR 2022 - 44th European Conference on Information Retrieval Research, Apr 2022, Stavanger, Norway. pp.390-399, ⟨10.1007/978-3-030-99739-7_49⟩
Communication dans un congrès hal-03641389v1
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Overview of GeoLifeCLEF 2021: Predicting species distribution from 2 million remote sensing images

Titouan Lorieul , Elijah Cole , Benjamin Deneu , Maximilien Servajean , Pierre Bonnet
CLEF 2021 - Conference and Labs of the Evaluation Forum, Guglielmo Faggioli; Nicola Ferro; Alexis Joly; Maria Maistro; Florina Piroi, Sep 2021, Bucarest, Romania. pp.1451-1462
Communication dans un congrès hal-03353487v1
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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 , Lukáš Picek , Titouan Lorieul
CLEF 2021 - 12th International Conference of the Cross-Language Evaluation Forum for European Languages, Sep 2021, Virtual Event, France. pp.371-393, ⟨10.1007/978-3-030-85251-1_24⟩
Communication dans un congrès hal-03415990v1
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How Do Deep Convolutional SDM Trained on Satellite Images Unravel Vegetation Ecology ?

Benjamin Deneu , Alexis Joly , Pierre Bonnet , Maximilien Servajean , François Munoz
ICPR 2020 - 25th International Conference on Pattern Recognition, Alberto Del Bimbo; Rita Cucchiara; Stan Sclaroff; Giovanni Maria Farinella; Tao Mei; Marco Bertini; Hugo Jair Escalante; Roberto Vezzani, Jan 2021, Milan / Virtual, Italy. pp.148-158, ⟨10.1007/978-3-030-68780-9_15⟩
Communication dans un congrès hal-03167637v1
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Pl@ntNet-300K: a plant image dataset with high label ambiguity and a long-tailed distribution

Camille Garcin , Alexis Joly , Pierre Bonnet , Jean-Christophe Lombardo , Antoine Affouard
NeurIPS 2021 - 35th Conference on Neural Information Processing Systems, Dec 2021, Virtual Conference, France. ⟨10.5281/zenodo.5645731⟩
Communication dans un congrès hal-03474556v2
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LifeCLEF 2020 Teaser: Biodiversity Identification and Prediction Challenges

Alexis Joly , Hervé Goëau , Christophe Botella , Rafael Ruiz de Castaneda , Hervé Glotin
ECIR 2020 - 42nd European Conference on IR Research on Advances in Information Retrieval, Apr 2020, Lisbon, Portugal. pp.542-549, ⟨10.1007/978-3-030-45442-5_70⟩
Communication dans un congrès hal-02873670v1
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Overview of LifeCLEF location-based species prediction task 2020 (GeoLifeCLEF)

Benjamin Deneu , Titouan Lorieul , Elijah Cole , Maximilien Servajean , Christophe Botella
CLEF 2020 - Conference and Labs of the Evaluation Forum, Sep 2020, Thessaloniki, Greece
Communication dans un congrès hal-02989077v1
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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 , Willem-Pier Vellinga
CLEF 2020 - 11th International Conference of the Cross-Language Evaluation Forum for European Languages, Sep 2020, Thessaloniki, Greece. pp.342-363, ⟨10.1007/978-3-030-58219-7_23⟩
Communication dans un congrès hal-02945382v1
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Overview of GeoLifeCLEF 2019: plant species prediction using environment and animal occurrences

Christophe Botella , Maximilien Servajean , Pierre Bonnet , Alexis Joly
CLEF 2019 - Conference and Labs of the Evaluation Forum, Sep 2019, Lugano, Switzerland
Communication dans un congrès hal-02190170v1
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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
CLEF 2019 - 10th International Conference of the Cross-Language Evaluation Forum for European Languages, Sep 2019, Lugano, Switzerland. pp.387-401, ⟨10.1007/978-3-030-28577-7_29⟩
Communication dans un congrès hal-02281455v1
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LifeCLEF 2019: Biodiversity Identification and Prediction Challenges

Alexis Joly , Hervé Goëau , Christophe Botella , Stefan Kahl , Marion Poupard
ECIR 2019 - 41st European Conference on IR Research, Apr 2019, Cologne, Germany. pp.275-282, ⟨10.1007/978-3-030-15719-7_37⟩
Communication dans un congrès hal-02273257v1