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LifeCLEF Plant Identification Task 2014

Hervé Goëau , Alexis Joly , Pierre Bonnet , Souheil Selmi , Jean-François Molino , et al.
CLEF: Conference and Labs of the Evaluation Forum, University of Scheffield. GBR., Sep 2014, Sheffield, United Kingdom. pp.598-615
Communication dans un congrès halsde-01064599v1
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Going deeper in the automated identification of Herbarium specimens

Jose Carranza-Rojas , Hervé Goëau , Pierre Bonnet , Erick Mata-Montero , Alexis Joly
BMC Evolutionary Biology, 2017, 17 (1), pp.181. ⟨10.1186/s12862-017-1014-z⟩
Article dans une revue hal-01580070v1
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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
CLEF: Conference and Labs of the Evaluation Forum, Sep 2016, Évora, Portugal. pp.440-449
Communication dans un congrès hal-01373779v1

Potential and limits of automated plant identification based on visual data, feedbacks from the development of Pl@ntNet initiative

Pierre Bonnet , Alexis Joly , Hervé Goëau , Jean-Christophe Lombardo , Antoine Affouard , et al.
Botany 2017, Jun 2017, Forth Worth, TX, United States. , 2017
Poster de conférence hal-01837383v1
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Pl@ntNet Crops: merging citizen science observations and structured survey data to improve crop recognition for agri-food-environment applications

Marijn van Der Velde , Hervé Goëau , Pierre Bonnet , Raphaël d'Andrimont , Martin Yordanov , et al.
Environmental Research Letters, 2023, 18 (2), pp.025005. ⟨10.1088/1748-9326/acadf3⟩
Article dans une revue hal-03965684v1
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Conditional Multi-Task learning for Plant Disease Identification

Sue Han Lee , Hervé Goëau , Pierre Bonnet , Alexis Joly
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⟩
Communication dans un congrès hal-03415972v1
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Instance segmentation for the fine detection of crop and weed plants by precision agricultural robots

Julien Champ , Adán Mora‐fallas , Hervé Goëau , Erick Mata‐montero , Pierre Bonnet , et al.
Applications in Plant Sciences, 2020, 8 (7), pp.e11373. ⟨10.1002/aps3.11373⟩
Article dans une revue hal-02910844v1
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Pl@ntNet, une plate-forme innovante d'agrégation et partage d'observations botaniques

Daniel Barthélémy , Nozha Boujemaa , Jean-François Molino , Alexis Joly , Hervé Goëau , et al.
International Conference ‘Botanists of the Twenty-first Century’, UNESCO, Sep 2014, Paris, France. pp.191-197
Communication dans un congrès hal-01837361v1
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Crowdsourcing Biodiversity Monitoring: How Sharing your Photo Stream can Sustain our Planet

Alexis Joly , Hervé Goëau , Julien Champ , Samuel Dufour-Kowalski , Henning Müller , et al.
MM: Conference on Multimedia, Oct 2016, Amsterdam, Netherlands. pp.958-967, ⟨10.1145/2964284.2976762⟩
Communication dans un congrès hal-01373762v1

Remote sensing and deep learning applied to land degradation assessment and monitoring: AlUla arid ecosystem as a case study.

Paul Tresson , Maxime Dumont , Sami Youssef , Olivier Taugourdeau , Hervé Goëau , et al.
10th World Conference on Ecological Restoration, Sep 2023, Darwin, Australia
Communication dans un congrès hal-04443619v1
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Pl@ntNet app in the era of deep learning

Antoine Affouard , Hervé Goëau , Pierre Bonnet , Jean-Christophe Lombardo , Alexis Joly
ICLR: International Conference on Learning Representations, Apr 2017, Toulon, France
Communication dans un congrès hal-01629195v1

Going deeper in the automated identification of Herbarium specimens

Pierre Bonnet , Alexis Joly , Hervé Goëau , Jean-Christophe Lombardo , Antoine Affouard , et al.
Botany - Botanical Crossroads, Jun 2017, Forth Worth, TX, United States
Communication dans un congrès hal-01837387v1
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LifeCLEF 2015: Multimedia Life Species Identification Challenges

Alexis Joly , Hervé Goëau , Hervé Glotin , Concetto Spampinato , Pierre Bonnet , et al.
CLEF: Cross-Language Evaluation Forum, Université de Toulouse. FRA., Sep 2015, Toulouse, France. pp.462-483, ⟨10.1007/978-3-319-24027-5_46⟩
Communication dans un congrès hal-01182782v1
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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 , et al.
CLEF 2022 - Conference and Labs of the Evaluation Forum, Sep 2022, Bologne, Italy. pp.1929-1939
Communication dans un congrès hal-03791428v1
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Estimating Compositions and Nutritional Values of Seed Mixes Based on Vision Transformers

Shamprikta Mehreen , Hervé Goëau , Pierre Bonnet , Sophie Chau , Julien Champ , et al.
Plant Phenomics, 2023, 5 (#0112), ⟨10.34133/plantphenomics.0112⟩
Article dans une revue hal-04322179v1

Pairwise Feature Learning for Unseen Plant Disease Recognition

Abel Yu Hao Chai , Sue Han Lee , Fei Siang Tay , Yi Lung Then , Hervé Goëau , et al.
ICIP 2023 - 30th IEEE International Conference on Image Processing, Thie Institute of Electrical and Electronics Engineers; Signal Processing Society, Oct 2023, Kuala Lumpur, Malaysia. pp.306-310, ⟨10.1109/ICIP49359.2023.10222401⟩
Communication dans un congrès hal-04214623v1
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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
CLEF: Conference and Labs of the Evaluation Forum, Sep 2017, Dublin, Ireland
Communication dans un congrès hal-01629183v1
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A new fine‐grained method for automated visual analysis of herbarium specimens: A case study for phenological data extraction

Hervé Goëau , Adán Mora‐fallas , Julien Champ , Natalie Lauren Rossington Love , Susan Mazer , et al.
Applications in Plant Sciences, 2020, 8 (6), pp.#e11368. ⟨10.1002/aps3.11368⟩
Article dans une revue hal-02894994v1
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LifeCLEF: Multimedia Life Species Identification

Alexis Joly , Henning Müller , Hervé Goëau , Hervé Glotin , Concetto Spampinato , et al.
EMR: Environmental Multimedia Retrieval, Apr 2014, Glasgow, United Kingdom. pp.7-13
Communication dans un congrès hal-01088812v1
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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 , et al.
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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Floristic participation at LifeCLEF 2016 Plant Identification Task

Julien Champ , Hervé Goëau , Alexis Joly
CLEF: Conference and Labs of the Evaluation Forum, Sep 2016, Évora, Portugal. pp.450-458
Communication dans un congrès hal-01373776v1
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Visual-based plant species identification from crowdsourced data

Hervé Goëau , Alexis Joly , Souheil Selmi , Pierre Bonnet , Elise Mouysset , et al.
MM'11 - ACM Multimedia 2011, Nov 2011, Scottsdale, United States. pp.0-0, ⟨10.1145/2072298.2072472⟩
Communication dans un congrès hal-00642236v1

The Pl@ntnet project: plant computational identification and collaborative information system

Daniel Barthélémy , Nozha Boujemaa , Daniel Mathieu , Jean-François Molino , Alexis Joly , et al.
IBC 2011 - XVIII International Botanical congress, Jul 2011, Melbourne, Australia
Communication dans un congrès hal-02810776v1
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Automated Herbarium Specimen Identification using Deep Learning

Jose Carranza-Rojas , Alexis Joly , Pierre Bonnet , Hervé Goëau , Erick Mata-Montero
TDWG: Biodiversity Information Standards, Oct 2017, Ottawa, Canada. pp.e20302, ⟨10.3897/tdwgproceedings.1.20302⟩
Communication dans un congrès hal-01629142v1
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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 , et al.
Biodiversity Information Science and Standards, 2020, 4, pp.e58933. ⟨10.3897/biss.4.58933⟩
Article dans une revue hal-02973673v1
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LifeCLEF 2020 Teaser: Biodiversity Identification and Prediction Challenges

Alexis Joly , Hervé Goëau , Christophe Botella , Rafael Ruiz de Castaneda , Hervé Glotin , et al.
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 Plant Identification task 2020

Hervé Goëau , Pierre Bonnet , Alexis Joly
CLEF 2020 - Conference and Labs of the Evaluation Forum, The CLEF Initiative, Sep 2020, Thessalonique, Greece
Communication dans un congrès hal-02980085v1
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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 , et al.
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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Overview of BirdCLEF 2019: Large-Scale Bird Recognition in Soundscapes

Stefan Kahl , Fabian-Robert Stöter , Hervé Goëau , Hervé Glotin , Robert Planque , et al.
CLEF 2019 - Conference and Labs of the Evaluation Forum, Cappellato, L.; Ferro, N.; Losada, D. E.; Müller, H., Sep 2019, Lugano, Switzerland
Communication dans un congrès hal-02345644v1
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LifeCLEF 2016: Multimedia Life Species Identification Challenges

Alexis Joly , Hervé Goëau , Hervé Glotin , Concetto Spampinato , Pierre Bonnet , et al.
CLEF: Cross-Language Evaluation Forum, Sep 2016, Évora, Portugal. pp.286-310, ⟨10.1007/978-3-319-44564-9_26⟩
Communication dans un congrès hal-01373781v1