Hervé Goëau

108
Documents

Publications

Publications

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PlantAIM: A new baseline model integrating global attention and local features for enhanced plant disease identification

Abel Yu Hao Chai , Sue Han Lee , Fei Siang Tay , Hervé Goëau , Pierre Bonnet et al.
Smart Agricultural Technology, 2025, 10, pp.100813. ⟨10.1016/j.atech.2025.100813⟩
Article dans une revue hal-05017656 v1
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Cooperative learning of Pl@ntNet's Artificial Intelligence algorithm: how does it work and how can we improve it?

Tanguy Lefort , Antoine Affouard , Benjamin Charlier , Jean-Christophe Lombardo , Mathias Chouet et al.
Methods in Ecology and Evolution, 2025, ⟨10.1111/2041-210X.14486⟩
Article dans une revue hal-04603038 v2

Adapting a global plant identification model to detect invasive alien plant species in high-resolution road side images

Vincent Espitalier , Jean-Christophe Lombardo , Hervé Goëau , Christophe Botella , Toke Thomas Høye et al.
Ecological Informatics, 2025, 89, pp.103129. ⟨10.1016/j.ecoinf.2025.103129⟩
Article dans une revue hal-05046527 v1
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Fully automatic extraction of morphological traits from the web: Utopia or reality?

Diego Marcos , Robert van de Vlasakker , Ioannis N Athanasiadis , Pierre Bonnet , Hervé Goëau et al.
Applications in Plant Sciences, In press, ⟨10.1002/aps3.70005⟩
Article dans une revue hal-05101346 v1
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Self-supervised learning of Vision Transformers for digital soil mapping using visual data

Paul Tresson , Maxime Dumont , Marc Jaeger , Frédéric Borne , Stéphane Boivin et al.
Geoderma, 2024, 450, pp.117056. ⟨10.1016/j.geoderma.2024.117056⟩
Article dans une revue hal-04772758 v1
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Revolutionizing Plant Pathogen Conservation: The Past, Present, and Future of AI in Preserving Natural Ecosystems

Sue Han Lee , Zhe Rui Liaw , Yu Hao Chai , Shien Lin Ng , Pierre Bonnet et al.
Biodiversity Information Science and Standards, 2024, 8, pp.e133055. ⟨10.3897/biss.8.133055⟩
Article dans une revue hal-04701227 v1
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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-04322179 v1
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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 et al.
Biodiversity Information Science and Standards, 2023, 7, pp.e112545. ⟨10.3897/biss.7.112545⟩
Article dans une revue hal-04430929 v1
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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-03965684 v1
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Can Artificial Intelligence Help in the Study of Vegetative Growth Patterns from Herbarium Collections? An Evaluation of the Tropical Flora of the French Guiana Forest

Hervé Goëau , Titouan Lorieul , Patrick Heuret , Alexis Joly , Pierre Bonnet
Plants, 2022, 11 (4), pp.530-552. ⟨10.3390/plants11040530⟩
Article dans une revue hal-03601464 v1
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AI-based Identification of Plant Photographs from Herbarium Specimens

Hervé Goëau , Pierre Bonnet , Alexis Joly
Biodiversity Information Science and Standards, 2021, 5, pp.1-4. ⟨10.3897/biss.5.73751⟩
Article dans une revue hal-03338823 v1
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Customized e-floras: How to develop your own project on the Pl@ntNet platform

Antoine Affouard , Mathias Chouet , Jean-Christophe Lombardo , Hugo Gresse , Hervé Goëau et al.
Biodiversity Information Science and Standards, 2021, 5, pp.1-4. ⟨10.3897/biss.5.73857⟩
Article dans une revue hal-03338811 v1
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Machine Learning Undercounts Reproductive Organs on Herbarium Specimens but Accurately Derives Their Quantitative Phenological Status: A Case Study of Streptanthus tortuosus

Natalie Love , Pierre Bonnet , Hervé Goëau , Alexis Joly , Susan Mazer
Plants, 2021, 10 (11), pp.2471. ⟨10.3390/plants10112471⟩
Article dans une revue hal-03454183 v1
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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-02973673 v1
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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-02894994 v1
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Instance segmentation for automated weeds and crops detection in farmlands

Adán Mora-Fallas , Hervé Goëau , Alexis Joly , Pierre Bonnet , Erick Mata-Montero
Revista Tecnología en Marcha, 2020, pp.13-17. ⟨10.18845/tm.v33i5.5069⟩
Article dans une revue hal-02989049 v1
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Machine Learning Using Digitized Herbarium Specimens to Advance Phenological Research

Katelin D. Pearson , Gil Nelson , Myla Aronson , Pierre Bonnet , Laura Brenskelle et al.
Bioscience, 2020, 70 (7), pp.610-620. ⟨10.1093/biosci/biaa044⟩
Article dans une revue hal-02573627 v1
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Attention-Based Recurrent Neural Network for Plant Disease Classification

Sue Han Lee , Hervé Goëau , Pierre Bonnet , Alexis Joly
Frontiers in Plant Science, 2020, 11, ⟨10.3389/fpls.2020.601250⟩
Article dans une revue hal-03064464 v1
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New perspectives on plant disease characterization based on deep learning

Sue Han Lee , Hervé Goëau , Pierre Bonnet , Alexis Joly
Computers and Electronics in Agriculture, 2020, 170, pp.105220. ⟨10.1016/j.compag.2020.105220⟩
Article dans une revue hal-02470280 v1
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Contribution citoyenne au suivi de la flore d'un parc national français, un exemple remarquable à l'échelle du Parc national des Cévennes

Pierre Bonnet , Hervé Goëau , Frantz Hopkins , Errol Véla , Amandine Sahl et al.
Carnets Botaniques, 2020, 21, pp.1-9. ⟨10.34971/zaz0-n247⟩
Article dans une revue hal-02981760 v1
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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-02910844 v1
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Toward a large-scale and deep phenological stage annotation of herbarium specimens: Case studies from temperate, tropical, and equatorial floras

Titouan Lorieul , Katelin D. Pearson , Elizabeth R. Ellwood , Hervé Goëau , Jean‐francois Molino et al.
Applications in Plant Sciences, 2019, 7 (3), pp.e01233. ⟨10.1002/aps3.1233⟩
Article dans une revue hal-02137748 v1
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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-01580070 v1
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A look inside the Pl@ntNet experience

Alexis Joly , Pierre Bonnet , Hervé Goëau , Julien Barbe , Souheil Selmi et al.
Multimedia Systems, 2016, 22 (6), pp.751-766. ⟨10.1007/s00530-015-0462-9⟩
Article dans une revue hal-01182775 v1
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Plant identification: Man vs. Machine

Pierre Bonnet , Alexis Joly , Hervé Goëau , Julien Champ , Christel Vignau et al.
Multimedia Tools and Applications, 2016, LifeCLEF 2014 plant identification challenge, 75 (3), pp.1647-1665. ⟨10.1007/s11042-015-2607-4⟩
Article dans une revue hal-01182778 v1

Interactive plant identification based on social image data

Alexis Joly , Hervé Goëau , Pierre Bonnet , Vera Bakić , Julien Barbe et al.
Ecological Informatics, 2014, 23, pp.22-34. ⟨10.1016/j.ecoinf.2013.07.006⟩
Article dans une revue hal-00908872 v2

Pl@ntNet, un réseau et des outils pour une recherche participative

Alexis Joly , Pierre Bonnet , Hervé Goëau
Interstices, 2014
Article dans une revue hal-01350266 v1
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Overview of BirdCLEF 2024: Acoustic Identification of Under-studied Bird Species in the Western Ghats

Stefan Kahl , Tom Denton , Holger Klinck , Vijay Ramesh , Viral Joshi et al.
CLEF 2024 Working Notes - 25. Conference and Labs of the Evaluation Forum, Sep 2024, Grenoble, France. pp.1948-1957
Communication dans un congrès hal-04719578 v1
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Overview of LifeCLEF 2024 Teaser : Challenges on Species Distribution Prediction and Identification

Alexis Joly , Lukáš Picek , Stefan Kahl , Hervé Goëau , Vincent Espitalier et al.
ECIR 2024 - 46. European Conference on Information Retrieval, Mar 2024, Glasgow, United Kingdom. pp.19-27, ⟨10.1007/978-3-031-56072-9_3⟩
Communication dans un congrès hal-04667635 v1
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Overview of PlantCLEF 2024: multi-species plant identification in vegetation plot images

Hervé Goëau , Vincent Espitalier , Pierre Bonnet , Alexis Joly
CLEF 2024 Working Notes - 25. Conference and Labs of the Evaluation Forum, Guglielmo Faggioli; Nicola Ferro; Petra Galuščáková; Alba García Seco de Herrera, Sep 2024, Grenoble, France. pp.1978-1988
Communication dans un congrès hal-04806900 v1
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Overview of LifeCLEF 2024: Challenges on Species Distribution Prediction and Identification

Alexis Joly , Lukáš Picek , Stefan Kahl , Hervé Goëau , Vincent Espitalier et al.
CLEF 2024 - 15th International Conference of the Cross-Language Evaluation Forum for European Languages, Sep 2024, Grenoble, France. pp.183-207, ⟨10.1007/978-3-031-71908-0_9⟩
Communication dans un congrès hal-04830385 v1
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Overview of LifeCLEF 2023: evaluation of AI models for the identification and prediction of birds, plants, snakes and fungi

Alexis Joly , Christophe Botella , Lukáš Picek , Stefan Kahl , Hervé Goëau et al.
CLEF 2023 - 14th International Conference of the Cross-Language Evaluation Forum for European Languages, Sep 2023, Thessalokini, Greece. pp.416-439, ⟨10.1007/978-3-031-42448-9_27⟩
Communication dans un congrès hal-04322219 v1
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Overview of PlantCLEF 2023: Image-based Plant Identification at Global Scale

Hervé Goëau , Pierre Bonnet , Alexis Joly
CLEF 2023 Working Notes - 24th Conference and Labs of the Evaluation Forum, Mohammad Aliannejadi; Guglielmo Faggioli; Nicola Ferro; Michalis Vlachos, Sep 2023, Thessalonique, Greece. pp.1972-1981
Communication dans un congrès hal-04345310 v1

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-04214623 v1
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Overview of BirdCLEF 2023: Automated Bird Species Identification in Eastern Africa

Stefan Kahl , Tom Denton , Holger Klinck , Hendrik Reers , Francis Cherutich et al.
CLEF 2023 Working Notes - 24th Conference and Labs of the Evaluation Forum, Mohammad Aliannejadi; Guglielmo Faggiol; Nicola Ferro; Michalis Vlachos, Sep 2023, Thessalonique, Greece. pp.1934-1942
Communication dans un congrès hal-04345437 v1

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.
10. World Conference on Ecological Restoration, Sep 2023, Darwin, Australia
Communication dans un congrès hal-04443619 v1
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Overview of PlantCLEF 2022: Image-based plant identification at global scale

Hervé Goëau , Pierre Bonnet , Alexis Joly
CLEF 2022 Working Notes - 23rd Conference and Labs of the Evaluation Forum, Sep 2022, Bologne, Italy. pp.1916-1928
Communication dans un congrès lirmm-03793591 v1

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 et al.
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-03807746 v1
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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 Working Notes - 23rd Conference and Labs of the Evaluation Forum, Sep 2022, Bologne, Italy. pp.1929-1939
Communication dans un congrès hal-03791428 v1
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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 et al.
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-03641389 v1
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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 et al.
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-03415990 v1
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Overview of PlantCLEF 2021: cross-domain plant identification

Hervé Goëau , Pierre Bonnet , Alexis Joly
CLEF 2021 Working Notes - 22nd Conference and Labs of the Evaluation Forum, Sep 2021, Bucarest, Romania. pp.1422-1436
Communication dans un congrès hal-03353469 v1

WeedElec: a robotic research platform for individual weed detection and selective electrical weeding

Florent Abdelghafour , Florian Rançon , Shiyu Liu , Julien Champ , Vincent de Rudnicki et al.
EPCA 2021 - 13th European Conference on Precision Agriculture, Jul 2021, Budapest, Hungary. pp.695-702, ⟨10.3920/978-90-8686-916-9_83⟩
Communication dans un congrès hal-03325689 v1
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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-03415972 v1
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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 et al.
CLEF 2020 - Conference and Labs of the Evaluation Forum, Sep 2020, Thessaloniki, Greece
Communication dans un congrès hal-02989101 v1
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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-02980085 v1
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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-02873670 v1
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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-02945382 v1
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Overview of LifeCLEF Plant Identification Task 2019: diving into Data Deficient Tropical Countries

Hervé Goëau , Pierre Bonnet , Alexis Joly
CLEF 2019 - Conference and Labs of the Evaluation Forum, Linda Cappellato; Nicola Ferro; David E. Losada; Henning Müller, Sep 2019, Lugano, Switzerland
Communication dans un congrès hal-02283184 v1
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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-02281455 v1
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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-02345644 v1

Recognizing the world's flora: dream or reality ?

Hervé Goëau
Latin America High Performance Computing Conference (CARLA), Sep 2019, Turrialba, Costa Rica, Costa Rica
Communication dans un congrès hal-04796070 v1
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LifeCLEF 2019: Biodiversity Identification and Prediction Challenges

Alexis Joly , Hervé Goëau , Christophe Botella , Stefan Kahl , Marion Poupard et al.
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-02273257 v1
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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 et al.
CLEF 2018 - 9th International Conference of the Cross-Language Evaluation Forum for European Languages, Sep 2018, Avignon, France. pp.247-266, ⟨10.1007/978-3-319-98932-7_24⟩
Communication dans un congrès hal-01913231 v1
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Overview of ExpertLifeCLEF 2018: how far automated identification systems are from the best experts?

Hervé Goëau , Pierre Bonnet , Alexis Joly
CLEF 2018 - Conference and Labs of the Evaluation Forum, Sep 2018, Avignon, France
Communication dans un congrès hal-01913244 v1
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Overview of BirdCLEF 2018: monospecies vs. soundscape bird identification

Hervé Goëau , Stefan Kahl , Hervé Glotin , Robert Planqué , Willem-Pier Vellinga et al.
CLEF 2018 - Conference and Labs of the Evaluation Forum, Sep 2018, Avignon, France
Communication dans un congrès hal-02189229 v1
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LifeCLEF 2017 Lab Overview: Multimedia Species Identification Challenges

Alexis Joly , Hervé Goëau , Hervé Glotin , Concetto Spampinato , Pierre Bonnet et al.
CLEF: Cross-Language Evaluation Forum, Sep 2017, Dublin, Ireland. pp.255-274, ⟨10.1007/978-3-319-65813-1_24⟩
Communication dans un congrès hal-01629191 v1
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Pl@ntNet -My Business

Alexis Joly , Pierre Bonnet , Antoine Affouard , Jean-Christophe Lombardo , Hervé Goëau
MM: Multimedia, Oct 2017, Mountain View, United States. pp.1-11
Communication dans un congrès hal-01638263 v1
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LifeCLEF Bird Identification Task 2017

Hervé Goëau , Hervé Glotin , Willem-Pier Vellinga , Robert Planqué , Alexis Joly
CLEF: Conference and Labs of the Evaluation Forum, Sep 2017, Dublin, Ireland
Communication dans un congrès hal-01629175 v1
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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-01629142 v1
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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-01629183 v1

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-01837387 v1
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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-01629195 v1
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Plant Identification in an Open-world (LifeCLEF 2016)

Hervé Goëau , Pierre Bonnet , Alexis Joly
CLEF: Conference and Labs of the Evaluation Forum, Sep 2016, Évora, Portugal. pp.428-439
Communication dans un congrès hal-01373780 v1

An image-based Plant identification platform for thousands of species

Pierre Bonnet , Alexis Joly , Julien Champ , Hervé Goëau , Samuel Dufour-Kowalski et al.
ATBC: Association for Tropical Biology and Conservation, Jun 2016, Montpellier, France
Communication dans un congrès hal-01837355 v1
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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-01373776 v1
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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-01373781 v1
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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-01837361 v1
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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-01373779 v1
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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-01373762 v1
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LifeCLEF Plant Identification Task 2015

Hervé Goëau , Pierre Bonnet , Alexis Joly
CLEF: Conference and Labs of the Evaluation Forum, Sep 2015, Toulouse, France
Communication dans un congrès hal-01182795 v1
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LifeCLEF Bird Identification Task 2015

Hervé Goëau , Hervé Glotin , Willem-Pier Vellinga , Robert Planqué , Andreas Rauber et al.
CLEF: Conference and Labs of the Evaluation Forum, Sep 2015, Toulouse, France
Communication dans un congrès hal-01182796 v1
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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-01182782 v1

LifeCLEF 2014: Multimedia Life Species Identification Challenges

Alexis Joly , Hervé Goëau , Hervé Glotin , Concetto Spampinato , Pierre Bonnet et al.
CLEF: Cross-Language Evaluation Forum, Sep 2014, Sheffield, United Kingdom. pp.229-249, ⟨10.1007/978-3-319-11382-1_20⟩
Communication dans un congrès hal-01075770 v1
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LifeCLEF Bird Identification Task 2014

Hervé Goëau , Hervé Glotin , Willem-Pier Vellinga , Robert Planqué , Andreas Rauber et al.
CLEF: Conference and Labs of the Evaluation Forum, Sep 2014, Sheffield, United Kingdom. pp.585-597
Communication dans un congrès hal-01088829 v1
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Pl@ntNet Mobile 2014: Android port and new features

Hervé Goëau , Pierre Bonnet , Alexis Joly , Antoine Affouard , Vera Bakić et al.
ICMR: International Conference on Multimedia Retrieval, Apr 2014, Glasgow, United Kingdom. pp.527-530, ⟨10.1145/2578726.2582618⟩
Communication dans un congrès hal-01088819 v1
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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-01088812 v1
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PlantNet Participation at LifeCLEF2014 Plant Identification Task

Hervé Goëau , Alexis Joly , Itheri Yahiaoui , Vera Bakić , Anne Verroust-Blondet et al.
CLEF: Conference and Labs of the Evaluation Forum, Sep 2014, Sheffield, United Kingdom. pp.724-737
Communication dans un congrès halsde-01064569 v1
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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-01064599 v1
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The ImageCLEF 2013 Plant Identification Task

Hervé Goëau , Pierre Bonnet , Alexis Joly , Vera Bakić , Daniel Barthélémy et al.
CLEF, Sep 2013, Valencia, Spain
Communication dans un congrès hal-00960929 v1
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An Android Application for Leaf-based Plant Identification

Sofiène Mouine , Itheri Yahiaoui , Anne Verroust-Blondet , Laurent Joyeux , Souheil Selmi et al.
ICMR '13 - 3rd ACM International Conference on Multimedia Retrieval, Apr 2013, Dallas, United States
Communication dans un congrès hal-00818121 v1
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Collaborative validation of visual data through the Pl@ntNet identification system

Samuel Dufour-Kowalski , Jeremy Salinier , Aurelien Peronnet , Jennifer Carré , Jean-Pascal Milcent et al.
TDWG 2013 - Annual Conference, Oct 2013, Florence, Italy
Communication dans un congrès hal-03885113 v1

Imageclef 2013: the vision, the data and the open challenges

Caputo Barbara , Muller Henning , Thomee Bart , Villegas Mauricio , Roberto Paredes et al.
CLEF 2013 - 4th Conference and Labs of the Evaluation Forum : Information Access Evaluation meets Multilinguality, Multimodality, and Visualization, Sep 2013, Valencia, Spain. pp.250-268, ⟨10.1007/978-3-642-40802-1_26⟩
Communication dans un congrès istex hal-00908881 v1
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Inria's participation at ImageCLEF 2013 Plant Identification Task

Vera Bakić , Sofiène Mouine , Saloua Ouertani-Litayem , Anne Verroust-Blondet , Itheri Yahiaoui et al.
CLEF (Online Working Notes/Labs/Workshop) 2013, Sep 2013, Valencia, Spain
Communication dans un congrès hal-00874330 v1

The Imageclef Plant Identification Task 2013

Alexis Joly , Hervé Goëau , Pierre Bonnet , Vera Bakić , Jean-François Molino et al.
MAED: Multimedia Analysis for Ecological Data, Oct 2013, Barcelone, Spain. pp.23-28, ⟨10.1145/2509896.2509902⟩
Communication dans un congrès hal-00908934 v1
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Pl@ntNet Mobile App

Hervé Goëau , Pierre Bonnet , Alexis Joly , Vera Bakić , Julien Barbe et al.
MM 2013 - 21st ACM International Conference on Multimedia, Oct 2013, Barcelone, Spain. pp.423-424, ⟨10.1145/2502081.2502251⟩
Communication dans un congrès hal-00908910 v1
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Inria IMEDIA2's Participation at ImageCLEF 2012 Plant Identification Task

Vera Bakić , Itheri Yahiaoui , Sofiène Mouine , Saloua Litayem Ouertani , Wajih Ouertani et al.
CLEF (Online Working Notes/Labs/Workshop) 2012, Sep 2012, Rome, Italy
Communication dans un congrès hal-00744901 v1
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The ImageCLEF 2012 Plant Identification Task

Hervé Goëau , Pierre Bonnet , Alexis Joly , Itheri Yahiaoui , Daniel Barthélémy et al.
CLEF'2012: Conference and Labs of the Evaluation Forum, Sep 2012, Rome, Italy
Communication dans un congrès hal-00960918 v1

Multi-Organ Plant Identification

Hervé Goëau , Pierre Bonnet , Julien Barbe , Vera Bakić , Alexis Joly et al.
ACM International Workshop on Multimedia Analysis for Ecological Data, Oct 2012, Nara, Japan. pp.41--44
Communication dans un congrès hal-00739724 v1
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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-00642236 v1

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-02810776 v1
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The CLEF 2011 Plant Images Classification Task

Hervé Goëau , Pierre Bonnet , Alexis Joly , Nozha Boujemaa , Daniel Barthélémy et al.
Working Notes for CLEF 2011 Conference, Vivien Petras; Pamela Forner; Paul Clough; Nicola Ferro, Sep 2011, Amsterdam, Netherlands
Communication dans un congrès hal-03778869 v1
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The ImageCLEF 2011 plant images classification task

Hervé Goëau , Pierre Bonnet , Alexis Joly , Nozha Boujemaa , Daniel Barthélémy et al.
ImageCLEF 2011, Sep 2011, Amsterdam, Netherlands
Communication dans un congrès hal-00642197 v1

The Pl@ntNet project: Plant Computational Identification and Collaborative Information System

Daniel Barthélémy , Nozha Boujemaa , Daniel Mathieu , Jean-François Molino , Alexis Joly et al.
Biosystematics 2011 - Digital identification methods in the digital age - morphological and molecular, computer-aided and fully automated, research and citizen science, Feb 2011, Berlin, Germany
Communication dans un congrès hal-02808663 v1
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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
ImageCLEF 2011, Sep 2011, Amsterdam, Netherlands. pp.0-0
Communication dans un congrès hal-00642239 v1

2010. Pl@ntNet, une plateforme libre et collaborative d’information et d’identification des plantes.

Daniel Barthélémy , Violette Roche , Nozha Boujemaa , Daniel Mathieu , Jean-François Molino et al.
La biodiversité dans les arboretums. Savoir la gérer et la valoriser, Apr 2010, Antibes, France
Communication dans un congrès hal-02814796 v1
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Multi-labeled image classification by TBM active learning

Hervé Goëau , Michèle Rombaut , Denis Pellerin , Olivier Buisson
Belief 2010 - Workshop on Theory of Belief Functions, Apr 2010, Brest, France. pp.n.c
Communication dans un congrès hal-00460886 v1
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Interactive visualization tool with graphic table of video contents

Hervé Goëau , Jérôme Thièvre , Marie-Luce Viaud , Denis Pellerin
ICME 2007 - IEEE International Conference on Multimedia and Expo, Jul 2007, Beijing, China. 4 p
Communication dans un congrès hal-00167928 v1
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Navigation par le contenu dans les vidéos avec des tables graphiques des matières

Hervé Goëau , Jérôme Thièvre , Marie-Luce Viaud , Denis Pellerin
GRETSI 2007 - XXIème Colloque francophone de traitement du signal et des images, Sep 2007, Troyes, France. 4 p
Communication dans un congrès hal-00167933 v1
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Citizen scientists contribution to monitor Asian biodiversity: a case study on flora of Peninsula Malaysia

Sue Han Lee , Hervé Goëau , Alexis Joly , Simying Ong , Yuen Peng Loh et al.
Julien Claude; Noppadon Kitana. On the Edge of the Sixth Mass Extinction in Biodiversity Hotspots: Facts, needs, solutions and opportunities in Thailand and adjacent countries, CU press, pp.139-160, 2024
Chapitre d'ouvrage hal-04970397 v1
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Biodiversity Information Retrieval Through Large Scale Content-Based Identification: A Long-Term Evaluation

Alexis Joly , Hervé Goëau , Hervé Glotin , Concetto Spampinato , Pierre Bonnet et al.
Nicola Ferro; Carol Peters. Information Retrieval Evaluation in a Changing World: Lessons Learned from 20 Years of CLEF, 41, Springer, pp.389-413, 2019, The Information Retrieval Series, 978-3-030-22948-1. ⟨10.1007/978-3-030-22948-1_16⟩
Chapitre d'ouvrage hal-02273280 v1
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Plant Identification: Experts vs. Machines in the Era of Deep Learning

Pierre Bonnet , Hervé Goëau , Siang Thye Hang , Mario Lasseck , Milaň Sulc et al.
Multimedia Tools and Applications for Environmental & Biodiversity Informatics, Chapter 8, Editions Springer, pp.131-149, 2018, Multimedia Systems and Applications Series, 978-3-319-76444-3. ⟨10.1007/978-3-319-76445-0_8⟩
Chapitre d'ouvrage hal-01913277 v1
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Automated identification of herbarium specimens at different taxonomic levels

Jose Carranza-Rojas , Alexis Joly , Hervé Goëau , Erick Mata-Montero , Pierre Bonnet
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⟩
Chapitre d'ouvrage hal-01913272 v1
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Structuration de collections d'images par apprentissage actif crédibiliste

Hervé Goëau
Interface homme-machine [cs.HC]. Université Joseph-Fourier - Grenoble I, 2009. Français. ⟨NNT : ⟩
Thèse tel-00410380 v1