Pierre Bonnet
142
Documents
Publications
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Overview of PlantCLEF 2023: Image-based Plant Identification at Global ScaleCLEF-WN 2023 - 24th Working Notes of the 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-04345310v1
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Overview of GeoLifeCLEF 2023: Species Composition Prediction with High Spatial Resolution at Continental Scale Using Remote SensingCLEF 2023 - Working Notes of the Conference and Labs of the Evaluation Forum, Sep 2023, Thessalokini, Greece. pp.1954-1971
Communication dans un congrès
hal-04322255v1
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Pairwise Feature Learning for Unseen Plant Disease RecognitionICIP 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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LifeCLEF 2023 teaser: Species Identification and Prediction ChallengesECIR 2023 - 45th European Conference on Information Retrieval, Jaap Kamps; Lorraine Goeuriot; Fabio Crestani; Maria Maistro; Hideo Joho; Brian Davis; Cathal Gurrin; Udo Kruschwitz; Annalina Caputo, Apr 2023, Dublin, Ireland. pp.568-576, ⟨10.1007/978-3-031-28241-6_65⟩
Communication dans un congrès
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Species Distribution Modeling based on aerial images and environmental features with Convolutional Neural NetworksCLEF 2022 - Working Notes of the Conference and Labs of the Evaluation Forum, Guglielmo Faggioli; Nicola Ferro; Allan Hanbury; Martin Potthast, Sep 2022, Bologne, Italy. pp.2123-2150
Communication dans un congrès
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Overview of GeoLifeCLEF 2022: Predicting species presence from multi-modal remote sensing, bioclimatic and pedologic dataCLEF 2022 - Working Notes of the Conference and Labs of the Evaluation Forum, Sep 2022, Bologne, Italy. pp.1940-1956
Communication dans un congrès
lirmm-03793595v1
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LifeCLEF 2022 Teaser: An Evaluation of Machine-Learning Based Species Identification and Species Distribution PredictionECIR 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
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Overview of PlantCLEF 2022: Image-based plant identification at global scaleCLEF 2022 - Conference and Labs of the Evaluation Forum, Sep 2022, Bologne, Italy. pp.1916-1928
Communication dans un congrès
lirmm-03793591v1
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Overview of LifeCLEF 2022: An Evaluation of Machine-Learning Based Species Identification and Species Distribution PredictionCLEF 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
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WeedElec: a robotic research platform for individual weed detection and selective electrical weedingEPCA 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
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Conditional Multi-Task learning for Plant Disease IdentificationICPR 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
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Overview of GeoLifeCLEF 2021: Predicting species distribution from 2 million remote sensing imagesCLEF 2021 - Conference and Labs of the Evaluation Forum, Guglielmo Faggioli; Nicola Ferro; Alexis Joly; Maria Maistro; Florina Piroi, Sep 2021, Bucarest, Romania. pp.1451-1462
Communication dans un congrès
hal-03353487v1
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Overview of LifeCLEF 2021: an evaluation of Machine-Learning based Species Identification and Species Distribution PredictionCLEF 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-03415990v1
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Overview of PlantCLEF 2021: cross-domain plant identificationCLEF 2021 - Conference and Labs of the Evaluation Forum, Sep 2021, Bucarest, Romania. pp.1422-1436
Communication dans un congrès
hal-03353469v1
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How Do Deep Convolutional SDM Trained on Satellite Images Unravel Vegetation Ecology ?ICPR 2020 - 25th International Conference on Pattern Recognition, Alberto Del Bimbo; Rita Cucchiara; Stan Sclaroff; Giovanni Maria Farinella; Tao Mei; Marco Bertini; Hugo Jair Escalante; Roberto Vezzani, Jan 2021, Milan / Virtual, Italy. pp.148-158, ⟨10.1007/978-3-030-68780-9_15⟩
Communication dans un congrès
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Pl@ntNet-300K: a plant image dataset with high label ambiguity and a long-tailed distributionNeurIPS 2021 - 35th Conference on Neural Information Processing Systems, Dec 2021, Virtual Conference, France. ⟨10.5281/zenodo.5645731⟩
Communication dans un congrès
hal-03474556v2
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LifeCLEF 2020 Teaser: Biodiversity Identification and Prediction ChallengesECIR 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
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Overview of LifeCLEF Plant Identification task 2020CLEF 2020 - Conference and Labs of the Evaluation Forum, The CLEF Initiative, Sep 2020, Thessalonique, Greece
Communication dans un congrès
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Overview of LifeCLEF 2020: A System-Oriented Evaluation of Automated Species Identification and Species Distribution PredictionCLEF 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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Overview of LifeCLEF location-based species prediction task 2020 (GeoLifeCLEF)CLEF 2020 - Conference and Labs of the Evaluation Forum, Sep 2020, Thessaloniki, Greece
Communication dans un congrès
hal-02989077v1
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A new multi-species method to correct for sampling bias in presence only niche models, and its application to Pl@ntNet citizen science data in FranceESA 2019 - Annual Meeting of the Ecological Society of America, Aug 2019, Louisville, United States
Communication dans un congrès
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LifeCLEF 2019: Biodiversity Identification and Prediction ChallengesECIR 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 Plant Identification Task 2019: diving into Data Deficient Tropical CountriesCLEF 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-02283184v1
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Overview of LifeCLEF 2019: Identification of Amazonian Plants, South & North American Birds, and Niche PredictionCLEF 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 GeoLifeCLEF 2019: plant species prediction using environment and animal occurrencesCLEF 2019 - Conference and Labs of the Evaluation Forum, Sep 2019, Lugano, Switzerland
Communication dans un congrès
hal-02190170v1
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Overview of GeoLifeCLEF 2018: location-based species recommendationCLEF 2018 - Conference and Labs of the Evaluation Forum, Sep 2018, Avignon, France
Communication dans un congrès
hal-01913238v1
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LifeCLEF 2017 Lab Overview: Multimedia Species Identification ChallengesCLEF: Cross-Language Evaluation Forum, Sep 2017, Dublin, Ireland. pp.255-274, ⟨10.1007/978-3-319-65813-1_24⟩
Communication dans un congrès
hal-01629191v1
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Pl@ntNet -My BusinessMM: Multimedia, Oct 2017, Mountain View, United States. pp.1-11
Communication dans un congrès
hal-01638263v1
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Automated Herbarium Specimen Identification using Deep LearningTDWG: Biodiversity Information Standards, Oct 2017, Ottawa, Canada. pp.e20302, ⟨10.3897/tdwgproceedings.1.20302⟩
Communication dans un congrès
hal-01629142v1
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Plant identification based on noisy web data: the amazing performance of deep learning (LifeCLEF 2017)CLEF: Conference and Labs of the Evaluation Forum, Sep 2017, Dublin, Ireland
Communication dans un congrès
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Pl@ntNet app in the era of deep learningICLR: International Conference on Learning Representations, Apr 2017, Toulon, France
Communication dans un congrès
hal-01629195v1
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Going deeper in the automated identification of Herbarium specimensBotany - Botanical Crossroads, Jun 2017, Forth Worth, TX, United States
Communication dans un congrès
hal-01837387v1
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An image-based Plant identification platform for thousands of speciesATBC: 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)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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Crowdsourcing Biodiversity Monitoring: How Sharing your Photo Stream can Sustain our PlanetMM: Conference on Multimedia, Oct 2016, Amsterdam, Netherlands. pp.958-967, ⟨10.1145/2964284.2976762⟩
Communication dans un congrès
hal-01373762v1
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LifeCLEF 2016: Multimedia Life Species Identification ChallengesCLEF: 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
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Basics of automated plant identificationWorkshop "Automated Forest Restoration: Could Robots Revive Rain Forests?", S. Elliot; G. Gale; M. Robertson, Oct 2015, Chiang Mai, Thailand. pp.158-167
Communication dans un congrès
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LifeCLEF Plant Identification Task 2015CLEF: 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 ChallengesCLEF: 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 2014: Multimedia Life Species Identification ChallengesCLEF: 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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Fine-grained Visual Faceted SearchMM: Conference on Multimedia, Nov 2014, Orlando, FL, United States. pp.721-722, ⟨10.1145/2647868.2654875⟩
Communication dans un congrès
hal-01088822v1
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LifeCLEF Plant Identification Task 2014CLEF: 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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Pl@ntNet, une plate-forme innovante d'agrégation et partage d'observations botaniquesInternational Conference ‘Botanists of the Twenty-first Century’, UNESCO, Sep 2014, Paris, France. pp.191-197
Communication dans un congrès
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PlantNet Participation at LifeCLEF2014 Plant Identification TaskCLEF: 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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Pl@ntNet Mobile 2014: Android port and new featuresICMR: International Conference on Multimedia Retrieval, Apr 2014, Glasgow, United Kingdom. pp.527-530, ⟨10.1145/2578726.2582618⟩
Communication dans un congrès
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LifeCLEF: Multimedia Life Species IdentificationEMR: Environmental Multimedia Retrieval, Apr 2014, Glasgow, United Kingdom. pp.7-13
Communication dans un congrès
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Pl@ntNet Mobile AppMM 2013 - 21st ACM International Conference on Multimedia, Oct 2013, Barcelone, Spain. pp.423-424, ⟨10.1145/2502081.2502251⟩
Communication dans un congrès
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The Imageclef Plant Identification Task 2013MAED: Multimedia Analysis for Ecological Data, Oct 2013, Barcelone, Spain. pp.23-28, ⟨10.1145/2509896.2509902⟩
Communication dans un congrès
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Collaborative validation of visual data through the Pl@ntNet identification systemTDWG 2013 - Annual Conference, Oct 2013, Florence, Italy
Communication dans un congrès
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The ImageCLEF 2013 Plant Identification TaskCLEF, Sep 2013, Valencia, Spain
Communication dans un congrès
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Imageclef 2013: the vision, the data and the open challengesCLEF 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
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Values, norms and practices in Plant biodiversity-based research and innovation commonsFirst Thematic Conference on "the Knowledge Commons" (2012 IASC), 12-14th september 2012, Louvain-la-neuve, International Association for the Study of the Commons, Sep 2012, Louvain-la-neuve, Belgium
Communication dans un congrès
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The ImageCLEF 2012 Plant Identification TaskCLEF'2012: Conference and Labs of the Evaluation Forum, Sep 2012, Rome, Italy
Communication dans un congrès
hal-00960918v1
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Multi-Organ Plant IdentificationACM International Workshop on Multimedia Analysis for Ecological Data, Oct 2012, Nara, Japan. pp.41--44
Communication dans un congrès
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Participation of INRIA & Pl@ntNet to ImageCLEF 2011 plant images classification taskImageCLEF 2011, Sep 2011, Amsterdam, Netherlands. pp.0-0
Communication dans un congrès
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Vegetative features and plant architecture of orchids of Laos: their use in plant identification and their relation with phylogeny20th WOC 2011, Nov 2011, Singapour, Singapore
Communication dans un congrès
hal-02804665v1
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Visual-based plant species identification from crowdsourced dataMM'11 - ACM Multimedia 2011, Nov 2011, Scottsdale, United States. pp.0-0, ⟨10.1145/2072298.2072472⟩
Communication dans un congrès
hal-00642236v1
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The Pl@ntnet project: plant computational identification and collaborative information systemIBC 2011 - XVIII International Botanical congress, Jul 2011, Melbourne, Australia
Communication dans un congrès
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The ImageCLEF 2011 plant images classification taskImageCLEF 2011, Sep 2011, Amsterdam, Netherlands
Communication dans un congrès
hal-00642197v1
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The CLEF 2011 Plant Images Classification TaskWorking Notes for CLEF 2011 Conference, Vivien Petras; Pamela Forner; Paul Clough; Nicola Ferro, Sep 2011, Amsterdam, Netherlands
Communication dans un congrès
hal-03778869v1
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The Pl@ntNet project: Plant Computational Identification and Collaborative Information SystemBiosystematics 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
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Pl@ntNote v2 - a new generation of software for storage and exchange of heterogeneous botanical dataTDWG 2011 Annual Conference, Oct 2011, New Orleans, U.S.A., United States
Communication dans un congrès
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El proyecto Pl@ntNet : Una sistema de información colaborativa y de identificación de plantasWorkshop International "Origine de la biodiversité et utilisations innovantes de la diversité moléculaire et génétique", Nov 2010, Iquitos, Perú
Communication dans un congrès
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Pl@ntNet, une plateforme libre collaborative d'information et d'identification des plantesLa biodiversité dans les arboretums. Savoir la gérer et la valoriser, Groupe d'Etude de l'Arbre (GEA). FRA., Apr 2010, Antibes, France
Communication dans un congrès
hal-02823479v1
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Iterative Search with Local Visual Features for Computer Assisted Plant IdentificationTools for identifying biodiversity : progress and problems : proceedings of the international congress, Muséum national d'histoire naturelle (Paris), Sep 2010, Paris, France. pp.237-242
Communication dans un congrès
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2010. Pl@ntNet, une plateforme libre et collaborative d’information et d’identification des plantes.La biodiversité dans les arboretums. Savoir la gérer et la valoriser, Apr 2010, Antibes, France
Communication dans un congrès
hal-02814796v1
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A graphical system for computer-assisted plant identificationTaxonomic Database Working Group, TDWG 2009 Annual Conference, Nov 2009, Montpellier, France. pp.456
Communication dans un congrès
hal-02813988v1
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The PlantNet project: Plant Computational Identification and Collaborative Information SystemFirst meeting of Biosyst EU 2009, Seventh Biennial Conference of the Systematics Association, Aug 2009, Leiden, Netherlands
Communication dans un congrès
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The European Union ORCHIS project and its effects and applications on the knowledge and regulation of trade and conservation of Lao OrchidsThe annual Meeting of the Association for tropical Biology and Conservation (ATBC 2009), Feb 2009, Chang Mai, Thailand
Communication dans un congrès
hal-02818646v1
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A graphical tool for computer-assisted plant identificationTaxonomic Database Working Group, TDWG 2009 Annual Conference, Nov 2009, Montpellier, France. pp.485
Communication dans un congrès
hal-02814255v1
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IDAO Identification assisted by computerIUCN Worl conservation Congress Worshop "Safegarding biodiversity and livehood from biological invasion: goal sharing of experience and information as a key step to effective management at local level", International Union for Conservation of Nature (IUCN). Gland, INT., Oct 2008, Barcelona, Spain
Communication dans un congrès
hal-02814806v1
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La rizière et les mauvaises herbesInternational Seminar " Innovation agricole et agroalimentaire en Asie du Sud-Est : dialogue entre chercheurs-enseignants et praticiens-utilisateurs "., Institut de Technologie du Cambodge (ITC). Phnom Penh, KHM., Oct 2008, Phnom Penh, Cambodge
Communication dans un congrès
hal-02814299v1
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Multimedia Tools and Applications for Environmental & Biodiversity InformaticsSpringer International Publishing, 2018, 978-3-319-76445-0. ⟨10.1007/978-3-319-76445-0⟩
Ouvrages
lirmm-01959343v1
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Biodiversity Information Retrieval Through Large Scale Content-Based Identification: A Long-Term EvaluationNicola 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
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Plant Identification: Experts vs. Machines in the Era of Deep LearningMultimedia 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
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Automated identification of herbarium specimens at different taxonomic levelsMultimedia 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
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Multimedia Tools and Applications for Environmental & Biodiversity Informatics - PrefaceJoly A.; Vrochidis S.; Karatzas K.; Karppinen A.; Bonnet P. Multimedia Tools and Applications for Environmental & Biodiversity Informatics, Springer, pp.1-7, 2018, Multimedia Systems and Applications (MMSA), 978-3-319-76445-0; 978-3-319-76444-3. ⟨10.1007/978-3-319-76445-0_1⟩
Chapitre d'ouvrage
hal-02786879v1
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A deep learning approach to Species Distribution ModellingAlexis Joly; Stefanos Vrochidis; Kostas Karatzas; Ari Karppinen; Pierre Bonnet. Multimedia Tools and Applications for Environmental & Biodiversity Informatics, Springer, pp.169-199, 2018, Multimedia Systems and Applications Series, 978-3-319-76444-3. ⟨10.1007/978-3-319-76445-0_10⟩
Chapitre d'ouvrage
hal-01834227v1
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The GeoLifeCLEF 2023 Dataset to evaluate plant species distribution models at high spatial resolution across Europe2023
Pré-publication, Document de travail
hal-04152362v1
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The GeoLifeCLEF 2020 Dataset2020
Pré-publication, Document de travail
hal-02989062v1
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Participation of LIRMM / Inria to the GeoLifeCLEF 2020 challenge2020
Pré-publication, Document de travail
hal-02989084v1
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Pl@ntNet2019
Logiciel
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