Hervé Goëau

126
Documents

Publications

Publications

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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, 2026, 17 (2), pp.392-403. ⟨10.1111/2041-210X.14486⟩

Article dans une revue hal-04603038v2
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PlantCLEF 2025: Advancing AI-based Multi-Species Plant Identification in Vegetation Quadrats for Supporting Environmental Law and Biodiversity Monitoring

Giulio Martellucci , Hervé Goëau , Pierre Bonnet , Fabrice Vinatier , Alexis Joly

Biodiversity Information Science and Standards, 2025, 9, pp.e181733. ⟨10.3897/biss.9.181733⟩

Article dans une revue hal-05442222v1
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Adapting a globally-trained Plant identification model for multi-species detection of invasive alien plants in roadside imagery

Hervé Goeau , Vincent Espitalier , Jean-Christophe Lombardo , Christophe Botella , Toke Thomas Hoye et al.

Biodiversity Information Science and Standards, 2025, 10, pp.e183020. ⟨10.3897/biss.10.183020⟩

Article dans une revue hal-05516260v1
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Using reflectance spectra and Pl@ntNet to identify herbarium specimens: a case study with <i>Lithocarpus</i>

Barbara M. Neto‐bradley , Pierre Bonnet , Hervé Goëau , Alexis Joly , Jeannine Cavender‐bares et al.

New Phytologist, 2025, ⟨10.1111/nph.70258⟩

Article dans une revue hal-05155975v1
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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-05017656v1
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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, 2025, 13 (3), ⟨10.1002/aps3.70005⟩

Article dans une revue hal-05101346v1

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-05046527v1
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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-04772758v1
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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-04701227v1
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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
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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-04430929v1
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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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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-03601464v1
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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-03338823v1
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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-03338811v1
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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-03454183v1
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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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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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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-02573627v1
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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-02989049v1
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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-02470280v1
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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-02981760v1
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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-03064464v1
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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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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-02137748v1
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Accelerating the automated detection, counting and measurements of reproductive organs in herbarium collections in the era of deep learning

Adán Mora-Fallas , Hervé Goeau , Susan J. Mazer , Natalie Love , Erick Mata-Montero et al.

Biodiversity Information Science and Standards, 2019, 3, pp.e37341. ⟨10.3897/biss.3.37341⟩

Article dans une revue hal-05177281v1
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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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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-01182775v1
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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-01182778v1

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-00908872v2

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

Alexis Joly , Pierre Bonnet , Hervé Goëau

Interstices, 2014

Article dans une revue hal-01350266v1
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Overview of PlantCLEF 2025: Multi-Species Plant Identification in Vegetation Quadrat Images ⋆ Notebook for the LifeCLEF Lab at CLEF 2025

Giulio Martellucci , Hervé Goëau , Pierre Bonnet , Fabrice Vinatier , Alexis Joly

CLEF 2025 - Working Notes of the Conference and Labs of the Evaluation Forum, Sep 2025, Madrid, Spain. pp.2942-2954

Communication dans un congrès hal-05319328v1
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Overview of BirdCLEF+ 2025: Multi-Taxonomic Sound Identification in the Middle Magdalena, Colombia

Juan Sebastián Cañas , Stefan Kahl , Tom Denton , María Paula Toro-Gómez , Susana Rodriguez-Buritica et al.

CLEF 2025 - Working Notes of the Conference and Labs of the Evaluation Forum, Sep 2025, Madrid, Spain. pp.2909-2919

Communication dans un congrès hal-05319248v1
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Overview of PlantCLEF 2025: Multi-species plant identification in vegetation quadrat images

Giulio Martellucci , Hervé Goeau , Pierre Bonnet , Fabrice Vinatier , Alexis Joly

Conference and Labs of the Evaluation Forum (CLEF 2025), Sep 2025, Madrid, Spain. pp.2942-2954

Communication dans un congrès hal-05528041v1

LifeCLEF 2025 Teaser: Challenges on Species Presence Prediction and Identification, and Individual Animal Identification

Alexis Joly , Lukáš Picek , Stefan Kahl , Hervé Goëau , Lukáš Adam et al.

47. European Conference on Information Retrieval - ECIR 2025, Apr 2025, Lucca, Italy. pp.373-381, ⟨10.1007/978-3-031-88720-8_57⟩

Communication dans un congrès hal-05135815v1
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Deep-Plant-Disease Dataset Is All You Need for Plant Disease Identification

Abel Yu Hao Chai , Kelly Li Zhen Jee , Sue Han Lee , Fei Siang Tay , Jules Vandeputte et al.

33rd ACM International Conference on Multimedia (ACM MM 2025), Association for Computing Machinery (ACM), Oct 2025, Dublin, Ireland. pp.12578-12584, ⟨10.1145/3746027.3758192⟩

Communication dans un congrès hal-05340010v1
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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.

15. Conference and Labs of the Evaluation Forum (CLEF 2024), Sep 2024, Grenoble, France. pp.1948-1957

Communication dans un congrès hal-04719578v1
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Overview of PlantCLEF 2024: multi-species plant identification in vegetation plot images

Hervé Goëau , Vincent Espitalier , Pierre Bonnet , Alexis Joly

15. Conference and Labs of the Evaluation Forum (CLEF 2024), Guglielmo Faggioli; Nicola Ferro; Petra Galuščáková; Alba García Seco de Herrera, Sep 2024, Grenoble, France. pp.1978-1988

Communication dans un congrès hal-04806900v1
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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-04667635v1
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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.

15. Conference and Labs of the Evaluation Forum (CLEF 2024), Sep 2024, Grenoble, France. pp.183-207, ⟨10.1007/978-3-031-71908-0_9⟩

Communication dans un congrès hal-04830385v1
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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.

24. Conference and Labs of the Evaluation Forum (CLEF-WN 2023), Sep 2023, Thessaloniki, Greece. pp.416-439, ⟨10.1007/978-3-031-42448-9_27⟩

Communication dans un congrès hal-04322219v1
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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.

24. Conference and Labs of the Evaluation Forum (CLEF-WN 2023), Sep 2023, Thessaloniki, Greece. pp.1934-1942

Communication dans un congrès hal-05182512v1

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 - 30. 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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Overview of PlantCLEF 2023: Image-based Plant Identification at Global Scale

Hervé Goëau , Pierre Bonnet , Alexis Joly

24. Conference and Labs of the Evaluation Forum (CLEF-WN 2023), Mohammad Aliannejadi; Guglielmo Faggioli; Nicola Ferro; Michalis Vlachos, Sep 2023, Thessaloniki, Greece. pp.1972-1981

Communication dans un congrès hal-04345310v1
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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.

24. Conference and Labs of the Evaluation Forum (CLEF-WN 2023), Mohammad Aliannejadi; Guglielmo Faggiol; Nicola Ferro; Michalis Vlachos, Sep 2023, Thessaloniki, Greece. pp.1934-1942

Communication dans un congrès hal-04345437v1

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-04443619v1
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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 - 23. Conference and Labs of the Evaluation Forum, Sep 2022, Bologna, Italy. pp.1929-1939

Communication dans un congrès hal-03791428v1

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 - 13. 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 PlantCLEF 2022: Image-based plant identification at global scale

Hervé Goëau , Pierre Bonnet , Alexis Joly

CLEF 2022 Working Notes - 23. Conference and Labs of the Evaluation Forum, Sep 2022, Bologna, Italy. pp.1916-1928

Communication dans un congrès lirmm-03793591v1
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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 - 44. 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 BirdCLEF 2021: Bird call identification in soundscape recordings

Stefan Kahl , Tom Denton , Holger Klinck , Hervé Glotin , Hervé Goeau

CLEF 2021 Working Notes - 22nd Conference and Labs of the Evaluation Forum, Sep 2021, Bucarest, Romania. pp.1437-1450

Communication dans un congrès hal-05182984v1
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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, Online, France. pp.371-393, ⟨10.1007/978-3-030-85251-1_24⟩

Communication dans un congrès hal-03415990v1
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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-03353469v1

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.

13. European Conference on Precision Agriculture (ECPA 2021), Jul 2021, Budapest, Hungary. pp.695-702, ⟨10.3920/978-90-8686-916-9_83⟩

Communication dans un congrès hal-03325689v1
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LifeCLEF 2021 Teaser: Biodiversity identification and prediction challenges

Alexis Joly , Hervé Goeau , Stefan Kahl , Hervé Glotin , Elijah Cole et al.

LifeCLEF 2021, Mar 2021, s.l., Switzerland. pp.601-607, ⟨10.1007/978-3-030-72240-1_70⟩

Communication dans un congrès hal-05183025v1
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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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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-02989101v1
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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, Lisboa, 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, Thessaloniki, Greece

Communication dans un congrès hal-02980085v1
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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 - 11. 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 LifeCLEF plant identification task 2020

Hervé Goeau , Pierre Bonnet , Alexis Joly

Conference and Labs of the Evaluation Forum (CLEF 2020), Sep 2020, Thessaloniki, Greece. 15p

Communication dans un congrès hal-05177277v1
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Domain adaptation in the context of herbarium collections. A submission to PlantCLEF 2020

Juan Villacis , Hervé Goeau , Pierre Bonnet , Alexis Joly , Erick Mata-Montero

Conference and Labs of the Evaluation Forum (CLEF 2020), Sep 2020, Thessaloniki, Greece. 15 p

Communication dans un congrès hal-05177278v1
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Overview of BirdCLEF 2020: Bird sound recognition in complex acoustic environments

Stefan Kahl , Mary Clapp , Alexander W. Hopping , Hervé Goeau , Hervé Glotin et al.

Conference and Labs of the Evaluation Forum (CLEF 2020), Sep 2020, Thessaloniki, Greece. 13 p

Communication dans un congrès hal-05302836v1
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Overview of LifeCLEF plant identification task 2019: Diving into data deficient tropical countries

Hervé Goeau , Pierre Bonnet , Alexis Joly

Conference and Labs of the Evaluation Forum (CLEF 2019), Sep 2019, Lugano, Switzerland. 13 p

Communication dans un congrès hal-05177280v1
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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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Overview of LifeCLEF 2019: Identification of Amazonian Plants, South &amp; 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

Recognizing the world's flora: dream or reality ?

Hervé Goëau

Latin America High Performance Computing Conference (CARLA), Sep 2019, Turrialba, Costa Rica

Communication dans un congrès hal-04796070v1
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Overview of LifeCLEF Plant Identification Task 2019: diving into Data Deficient Tropical Countries

Hervé Goëau , Pierre Bonnet , Alexis Joly

Conference and Labs of the Evaluation Forum (CLEF 2019), Linda Cappellato; Nicola Ferro; David E. Losada; Henning Müller, Sep 2019, Lugano, Switzerland

Communication dans un congrès hal-02283184v1
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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-02273257v1
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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-01913231v1
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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-01913244v1
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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-02189229v1
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Automated Herbarium Specimen Identification using Deep Learning

Jose Carranza-Rojas , Alexis Joly , Pierre Bonnet , Hervé Goëau , Erick Mata-Montero

TDWG 2017: Biodiversity Information Standards, Oct 2017, Ottawa, Canada. pp.e20302, ⟨10.3897/tdwgproceedings.1.20302⟩

Communication dans un congrès hal-01629142v1

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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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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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
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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-01629175v1
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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-01638263v1
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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: Conference and Labs of the Evaluation Forum, Sep 2017, Dublin, Ireland. pp.255-274, ⟨10.1007/978-3-319-65813-1_24⟩

Communication dans un congrès hal-01629191v1

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-01837355v1
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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-01373780v1
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LifeCLEF 2016: Multimedia Life Species Identification Challenges

Alexis Joly , Hervé Goëau , Hervé Glotin , Concetto Spampinato , Pierre Bonnet et al.

CLEF 2016 - 7th International Conference of the Cross-Language Evaluation Forum for European Languages, Sep 2016, Évora, Portugal. pp.286-310, ⟨10.1007/978-3-319-44564-9_26⟩

Communication dans un congrès hal-01373781v1
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Floristic participation at LifeCLEF 2016 Plant Identification Task

Julien Champ , Hervé Goëau , Alexis Joly

Working Notes of CLEF 2016 - Conference and Labs of the Evaluation forum, Sep 2016, Évora, Portugal. pp.450-458

Communication dans un congrès hal-01373776v1
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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
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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 2016 - 24th International Conference on Multimedia, Oct 2016, Amsterdam, Netherlands. pp.958-967, ⟨10.1145/2964284.2976762⟩

Communication dans un congrès hal-01373762v1
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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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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-01182795v1
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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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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-01182796v1

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-01075770v1
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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-01088819v1
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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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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-01088829v1
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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-01064569v1
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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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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-03885113v1
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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-00818121v1
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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-00960929v1
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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-00874330v1

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 hal-00908881v1

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-00908934v1
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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, Barcelona, Spain. pp.423-424, ⟨10.1145/2502081.2502251⟩

Communication dans un congrès hal-00908910v1
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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-00744901v1

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-00739724v1
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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-00960918v1

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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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.

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-02808663v1
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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-00642197v1
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The CLEF 2011 Plant Images Classification Task

Hervé Goëau , Pierre Bonnet , Alexis Joly , Nozha Boujemaa , Daniel Barthélémy et al.

ImageCLEF 2011, Vivien Petras; Pamela Forner; Paul Clough; Nicola Ferro, Sep 2011, Amsterdam, Netherlands

Communication dans un congrès hal-03778869v1
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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-00642239v1

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-02814796v1
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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-00460886v1
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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-00167928v1
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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-00167933v1

Overview of LifeCLEF 2025: Challenges on Species Presence Prediction and Identification, and Individual Animal Identification

Lukáš Picek , Stefan Kahl , Hervé Goëau , Lukáš Adam , Théo Larcher et al.

Experimental IR Meets Multilinguality, Multimodality, and Interaction: 16th International Conference of the CLEF Association, CLEF 2025, 16089, Springer Nature Switzerland, pp.338-362, 2026, Lecture Notes in Computer Science, 978-3-032-04353-5. ⟨10.1007/978-3-032-04354-2_19⟩

Chapitre d'ouvrage hal-05408591v1
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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-04970397v1
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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-02273280v1
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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-01913277v1
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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-01913272v1
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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-00410380v1