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hal-01182775v1  Journal articles
Alexis Joly, Pierre Bonnet, Hervé Goëau, Julien Barbe, Souheil Selmi et al.  A look inside the Pl@ntNet experience
Multimedia Systems, Springer Verlag, 2016, 22 (6), pp.751-766. ⟨10.1007/s00530-015-0462-9⟩
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hal-01182778v1  Journal articles
Pierre Bonnet, Alexis Joly, Hervé Goëau, Julien Champ, Christel Vignau et al.  Plant identification: Man vs. Machine
Multimedia Tools and Applications, Springer Verlag, 2016, LifeCLEF 2014 plant identification challenge, 75 (3), pp.1647-1665. ⟨10.1007/s11042-015-2607-4⟩
hal-01837355v1  Conference papers
Pierre Bonnet, Alexis Joly, Julien Champ, Hervé Goëau, Samuel Dufour-Kowalski et al.  An image-based Plant identification platform for thousands of species
ATBC: Association for Tropical Biology and Conservation, Jun 2016, Montpellier, France
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hal-01373776v1  Conference papers
Julien Champ, Hervé Goëau, Alexis Joly. Floristic participation at LifeCLEF 2016 Plant Identification Task
CLEF: Conference and Labs of the Evaluation Forum, Sep 2016, Évora, Portugal. pp.450-458
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hal-01373781v1  Conference papers
Alexis Joly, Hervé Goëau, Hervé Glotin, Concetto Spampinato, Pierre Bonnet et al.  LifeCLEF 2016: Multimedia Life Species Identification Challenges
CLEF: Cross-Language Evaluation Forum, Sep 2016, Évora, Portugal. pp.286-310, ⟨10.1007/978-3-319-44564-9_26⟩
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hal-02981760v1  Journal articles
Pierre Bonnet, Hervé Goëau, Frantz Hopkins, Errol Véla, Amandine Sahl et al.  Contribution citoyenne au suivi de la flore d'un parc national français, un exemple remarquable à l'échelle du Parc national des Cévennes
Carnets Botaniques, Société Botanique d'Occitanie, 2020, pp.1-9. ⟨10.34971/zaz0-n247⟩
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hal-02945382v1  Conference papers
Alexis Joly, Hervé Goëau, Stefan Kahl, Benjamin Deneu, Willem-Pier Vellinga et al.  Overview of LifeCLEF 2020: A System-Oriented Evaluation of Automated Species Identification and Species Distribution Prediction
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⟩
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hal-01373769v1  Conference papers
Maximilien Servajean, Alexis Joly, Dennis Shasha, Julien Champ, Esther Pacitti. ThePlantGame: Actively Training Human Annotators for Domain-specific Crowdsourcing
MM: Conference on Multimedia, Oct 2016, Amsterdam, Netherlands. pp.720-721, ⟨10.1145/2964284.2973820⟩
lirmm-00354195v1  Conference papers
Julien Champ, Clément Saad, Anne-Elisabeth Baert. Lifetime in Wireless Sensor Networks
CISIS: Complex, Intelligent and Software Intensive Systems, Mar 2009, Fukuoka, Japan. pp.293-298, ⟨10.1109/CISIS.2009.106⟩
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hal-01629149v1  Journal articles
Maximilien Servajean, Alexis Joly, Dennis Shasha, Julien Champ, Esther Pacitti. Crowdsourcing Thousands of Specialized Labels: A Bayesian Active Training Approach
IEEE Transactions on Multimedia, Institute of Electrical and Electronics Engineers, 2017, 19 (6), pp.1376-1391. ⟨10.1109/TMM.2017.2653763⟩
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hal-00755696v1  Conference papers
Alexis Joly, Julien Champ, Pierre Letessier, Nicolas Hervé, Olivier Buisson et al.  Visual-Based Transmedia Events Detection
MM '12: 20th International conference on Multimedia, ACM, Nov 2012, Nara, Japan. pp.1351-1352, ⟨10.1145/2393347.2396480⟩
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hal-01182788v1  Conference papers
Julien Champ, Titouan Lorieul, Maximilien Servajean, Alexis Joly. A comparative study of fine-grained classification methods in the context of the LifeCLEF plant identification challenge 2015
CLEF: Conference and Labs of the Evaluation Forum, Sep 2015, Toulouse, France
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hal-01163819v1  Conference papers
Maximilien Servajean, Esther Pacitti, Miguel Liroz-Gistau, Alexis Joly, Julien Champ. PlantRT : a Distributed Recommendation Tool for Citizen Science
BDA: Gestion de Données — Principes, Technologies et Applications, Oct 2014, Autrans, France. pp.48-50
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lirmm-01088733v1  Poster communications
Maximilien Servajean, Esther Pacitti, Miguel Liroz-Gistau, Alexis Joly, Julien Champ. PlantRT : a Distributed and Diversified Recommendation Tool for Citizen Sciences
BDA: Gestion de Données — Principes, Technologies et Applications, Oct 2014, Autrans, France. 30ème Conférence sur la Gestion de Données — Principes, Technologies et Applications, 2014
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hal-01373777v1  Conference papers
Alexis Joly, Jean-Christophe Lombardo, Julien Champ, Anjara Saloma. Unsupervised Individual Whales Identification: Spot the Difference in the Ocean
CLEF: Conference and Labs of the Evaluation Forum, Sep 2016, Évora, Portugal. pp.469-480
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hal-01182784v1  Conference papers
Alexis Joly, Valentin Leveau, Julien Champ, Olivier Buisson. Shared nearest neighbors match kernel for bird songs identification -LifeCLEF 2015 challenge
CLEF: Conference and Labs of the Evaluation Forum, Sep 2015, Toulouse, France
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hal-02894994v1  Journal articles
Hervé Goëau, Adán Mora‐fallas, Julien Champ, Natalie Lauren Rossington Love, Susan Mazer et al.  A new fine‐grained method for automated visual analysis of herbarium specimens: A case study for phenological data extraction
Applications in Plant Sciences, Wiley, 2020, 8 (6), pp.#e11368. ⟨10.1002/aps3.11368⟩
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lirmm-01348914v1  Journal articles
Julien Champ, Titouan Lorieul, Pierre Bonnet, Najate Maghnaoui, Christophe Sereno et al.  Categorizing plant images at the variety level: Did you say fine-grained?
Pattern Recognition Letters, Elsevier, 2016, 81, pp.71-79. ⟨10.1016/j.patrec.2016.05.022⟩
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hal-01088822v1  Conference papers
Julien Champ, Alexis Joly, Pierre Bonnet. Fine-grained Visual Faceted Search
MM: Conference on Multimedia, Nov 2014, Orlando, FL, United States. pp.721-722, ⟨10.1145/2647868.2654875⟩
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hal-01088798v1  Conference papers
Alexis Joly, Julien Champ, Olivier Buisson. Instance-based Bird Species Identification with Undiscriminant Features Pruning
CLEF: Conference and Labs of the Evaluation Forum, Sep 2014, Sheffield, United Kingdom. pp.625-633
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hal-02910844v1  Journal articles
Julien Champ, Adán Mora‐fallas, Hervé Goëau, Erick Mata‐montero, Pierre Bonnet et al.  Instance segmentation for the fine detection of crop and weed plants by precision agricultural robots
Applications in Plant Sciences, Wiley, 2020, 8 (7), ⟨10.1002/aps3.11373⟩
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hal-02909794v1  Journal articles
Charles Davis, Julien Champ, Daniel Park, Ian Breckheimer, Goia Lyra et al.  A New Method for Counting Reproductive Structures in Digitized Herbarium Specimens Using Mask R-CNN
Frontiers in Plant Science, Frontiers, 2020, 11, ⟨10.3389/fpls.2020.01129⟩
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hal-01373762v1  Conference papers
Alexis Joly, Hervé Goëau, Julien Champ, Samuel Dufour-Kowalski, Henning Müller et al.  Crowdsourcing Biodiversity Monitoring: How Sharing your Photo Stream can Sustain our Planet
MM: Conference on Multimedia, Oct 2016, Amsterdam, Netherlands. pp.958-967, ⟨10.1145/2964284.2976762⟩
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hal-01837361v1  Conference papers
Daniel Barthélémy, Nozha Boujemaa, Jean-François Molino, Alexis Joly, Hervé Goëau et al.  Pl@ntNet, une plate-forme innovante d'agrégation et partage d'observations botaniques
International Conference ‘Botanists of the Twenty-first Century’, UNESCO, Sep 2014, Paris, France. pp.191-197
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hal-02973673v1  Journal articles
Pierre Bonnet, Julien Champ, Hervé Goëau, Fabian-Robert Stöter, Benjamin Deneu et al.  Biodiversity Information Science and Standards 4: e58933 Pl@ntNet Services, a Contribution to the Monitoring and Sharing of Information on the World Flora
Biodiversity Information Science and Standards, Sofia : Pensoft Publishers, 2017-, 2020, 4, ⟨10.3897/biss.4.58933⟩
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hal-02873670v1  Conference papers
Alexis Joly, Hervé Goëau, Christophe Botella, Rafael Ruiz de Castaneda, Hervé Glotin et al.  LifeCLEF 2020 Teaser: Biodiversity Identification and Prediction Challenges
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⟩
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hal-02918344v1  Journal articles
Gabriel Brat, Griffin Weber, Nils Gehlenborg, Paul Avillach, Nathan Palmer et al.  International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium
npj Digital Medicine, Nature Research 2020, 3 (1), pp.#109. ⟨10.1038/s41746-020-00308-0⟩