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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), pp.e11373. ⟨10.1002/aps3.11373⟩
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hal-03064464v1  Journal articles
Sue Han Lee, Hervé Goëau, Pierre Bonnet, Alexis Joly. Attention-Based Recurrent Neural Network for Plant Disease Classification
Frontiers in Plant Science, Frontiers, 2020, 11, ⟨10.3389/fpls.2020.601250⟩
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hal-03415972v1  Conference papers
Sue Han Lee, Hervé Goëau, Pierre Bonnet, Alexis Joly. Conditional Multi-Task learning for Plant Disease Identification
ICPR 2020 - 25th International Conference on Pattern Recognition, The International Association for Pattern Recognition (IAPR); ICPR2020 Organizing committee, Jan 2021, Milan, Italy. pp.3320-3327, ⟨10.1109/ICPR48806.2021.9412643⟩
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hal-02980085v1  Conference papers
Hervé Goëau, Pierre Bonnet, Alexis Joly. Overview of LifeCLEF Plant Identification task 2020
CLEF 2020 - Conference and labs of the Evaluation Forum, The CLEF Initiative, Sep 2020, Thessalonique, Greece
hal-01075770v1  Conference papers
Alexis Joly, Hervé Goëau, Hervé Glotin, Concetto Spampinato, Pierre Bonnet et al.  LifeCLEF 2014: Multimedia Life Species Identification Challenges
CLEF: Cross-Language Evaluation Forum, Sep 2014, Sheffield, United Kingdom. pp.229-249, ⟨10.1007/978-3-319-11382-1_20⟩
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hal-02573627v1  Journal articles
Katelin Pearson, Gil Nelson, Myla Aronson, Pierre Bonnet, Laura Brenskelle et al.  Machine Learning Using Digitized Herbarium Specimens to Advance Phenological Research
Bioscience, Oxford University Press (OUP), 2020, 70 (7), pp.610-620. ⟨10.1093/biosci/biaa044⟩
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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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hal-00960929v1  Conference papers
Hervé Goëau, Pierre Bonnet, Alexis Joly, Vera Bakić, Daniel Barthélémy et al.  The ImageCLEF 2013 Plant Identification Task
CLEF, Sep 2013, Valencia, Spain
hal-02814796v1  Conference papers
Daniel Barthélémy, Nozha Boujemaa, Daniel Mathieu, Jean-François Molino, Pierre Bonnet et al.  2010. Pl@ntNet, une plateforme libre et collaborative d’information et d’identification des plantes.
La biodiversité dans les arboretums. Savoir la gérer et la valoriser, Apr 2010, Antibes, France
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hal-02273257v1  Conference papers
Alexis Joly, Hervé Goëau, Christophe Botella, Stefan Kahl, Marion Poupard et al.  LifeCLEF 2019: Biodiversity Identification and Prediction Challenges
ECIR 2019 - 41st European Conference on IR Research, Apr 2019, Cologne, Germany. pp.275-282, ⟨10.1007/978-3-030-15719-7_37⟩
hal-03325689v1  Conference papers
Florent Abdelghafour, Florian Rançon, Shiyu Liu, Julien Champ, Vincent de Rudnicki et al.  WeedElec: a robotic research platform for individual weed detection and selective electrical weeding
EPCA 2021 - 13th European Conference on Precision Agriculture, Jul 2021, Budapest, Hungary. pp.695-702, ⟨10.3920/978-90-8686-916-9_83⟩
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hal-01182782v1  Conference papers
Alexis Joly, Hervé Goëau, Hervé Glotin, Concetto Spampinato, Pierre Bonnet et al.  LifeCLEF 2015: Multimedia Life Species Identification Challenges
CLEF: Cross-Language Evaluation Forum, Université de Toulouse. FRA., Sep 2015, Toulouse, France. pp.462-483, ⟨10.1007/978-3-319-24027-5_46⟩
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hal-00818121v1  Conference papers
Sofiène Mouine, Itheri Yahiaoui, Anne Verroust-Blondet, Laurent Joyeux, Souheil Selmi et al.  An Android Application for Leaf-based Plant Identification
ICMR '13 - 3rd ACM International Conference on Multimedia Retrieval, Apr 2013, Dallas, United States
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hal-01629175v1  Conference papers
Hervé Goëau, Hervé Glotin, Willem-Pier Vellinga, Robert Planqué, Alexis Joly. LifeCLEF Bird Identification Task 2017
CLEF: Conference and Labs of the Evaluation Forum, Sep 2017, Dublin, Ireland
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hal-00744901v1  Conference papers
Vera Bakić, Itheri Yahiaoui, Sofiène Mouine, Saloua Litayem Ouertani, Wajih Ouertani et al.  Inria IMEDIA2's Participation at ImageCLEF 2012 Plant Identification Task
CLEF (Online Working Notes/Labs/Workshop) 2012, Sep 2012, Rome, Italy
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hal-03454183v1  Journal articles
Natalie Love, Pierre Bonnet, Hervé Goëau, Alexis Joly, Susan Mazer. Machine Learning Undercounts Reproductive Organs on Herbarium Specimens but Accurately Derives Their Quantitative Phenological Status: A Case Study of Streptanthus tortuosus
Plants, MDPI, 2021, 10 (11), pp.2471. ⟨10.3390/plants10112471⟩
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hal-03343235v1  Conference papers
Alexis Joly, Antoine Affouard, Mathias Chouet, Benjamin Deneu, Joaquim Estopinan et al.  Pl@ntNet, ten years of automatic plant identification and monitoring
IUCN - Congrès mondial de la nature, IUCN, Sep 2021, Marseille, France
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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-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-01913272v1  Book sections
Jose Carranza-Rojas, Alexis Joly, Hervé Goëau, Erick Mata-Montero, Pierre Bonnet. Automated identification of herbarium specimens at different taxonomic levels
Multimedia Tools and Applications for Environmental & Biodiversity Informatics, Multimedia Systems and Applications, Editions Springer, pp.151-167, 2018, Multimedia Systems and Applications Series, 978-3-319-76444-3. ⟨10.1007/978-3-319-76445-0_9⟩
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hal-01629191v1  Conference papers
Alexis Joly, Hervé Goëau, Hervé Glotin, Concetto Spampinato, Pierre Bonnet et al.  LifeCLEF 2017 Lab Overview: Multimedia Species Identification Challenges
CLEF: Cross-Language Evaluation Forum, Sep 2017, Dublin, Ireland. pp.255-274, ⟨10.1007/978-3-319-65813-1_24⟩
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hal-01373779v1  Conference papers
Hervé Goëau, Hervé Glotin, Willem-Pier Vellinga, Robert Planqué, Alexis Joly. LifeCLEF Bird Identification Task 2016: The arrival of Deep learning
CLEF: Conference and Labs of the Evaluation Forum, Sep 2016, Évora, Portugal. pp.440-449
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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-01182795v1  Conference papers
Hervé Goëau, Pierre Bonnet, Alexis Joly. LifeCLEF Plant Identification Task 2015
CLEF: Conference and Labs of the Evaluation Forum, Sep 2015, Toulouse, France
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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-01373780v1  Conference papers
Hervé Goëau, Pierre Bonnet, Alexis Joly. Plant Identification in an Open-world (LifeCLEF 2016)
CLEF: Conference and Labs of the Evaluation Forum, Sep 2016, Évora, Portugal. pp.428-439
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hal-01913244v1  Conference papers
Hervé Goëau, Pierre Bonnet, Alexis Joly. Overview of ExpertLifeCLEF 2018: how far automated identification systems are from the best experts?
Working Notes of CLEF 2018 - Conference and Labs of the Evaluation Forum, Sep 2018, Avignon, France
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hal-02989101v1  Conference papers
Stefan Kahl, Mary Clapp, W Hopping, Hervé Goëau, Hervé Glotin et al.  Overview of BirdCLEF 2020: Bird Sound Recognition in Complex Acoustic Environments
CLEF 2020 - 11th International Conference of the Cross-Language Evaluation Forum for European Languages, Sep 2020, Thessaloniki, Greece
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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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