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Goëau, Hervé [Author]; Bonnet, Pierre [Author]; Joly, Alexis [Author]

Overview of PlantCLEF 2022: Image-based plant identification at global scale

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2022

Published in: CLEF (13. : 2022 : Bologna): CLEF 2022: CLEF 2022 working notes ; (2022), Seite 1916-1928
Goëau, Hervé [Author]; Bonnet, Pierre [Author]; Joly, Alexis [Author]

Overview of PlantCLEF 2021: cross-domain plant identification

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2021

Published in: CLEF (12. : 2021 : Online): CLEF-WN 2021: CLEF 2021 working notes ; (2021), Seite 1422-1436
Goëau, Hervé [Author]; Bonnet, Pierre [Author]; Joly, Alexis [Author]

Overview of LifeCLEF Plant Identification task 2020

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2020

Published in: CLEF (11. : 2020 : Thessaloniki; Online): CLEF 2020: CLEF 2020 working notes ; 2020
Villacis, Juan [Author]; Goëau, Hervé [Author]; Bonnet, Pierre [Author]; Joly, Alexis [Author]; Mata-Montero, Erick [Author]

Domain Adaptation in the Context of Herbarium Collections: A submission to PlantCLEF 2020

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2020

Published in: CLEF (11. : 2020 : Thessaloniki; Online): CLEF 2020: CLEF 2020 working notes ; 2020
Kahl, Stefan [Author]; Denton, Tom [Author]; Klinck, Holger [Author]; Glotin, Hervé [Author]; Goëau, Hervé [Author]; Vellinga, Willem-Pier [Author]; Planqué, Robert [Author]; Joly, Alexis [Author]

Overview of BirdCLEF 2021: Bird call identification in soundscape recordings

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2021

Published in: CLEF (12. : 2021 : Online): CLEF-WN 2021: CLEF 2021 working notes ; (2021), Seite 1437-1450
Kahl, Stefan [Author]; Clapp, Mary [Author]; Hopping, W. Alexander [Author]; Goëau, Hervé [Author]; Glotin, Hervé [Author]; Planqué, Robert [Author]; Vellinga, Willem-Pier [Author]; Joly, Alexis [Author]

Overview of BirdCLEF 2020: Bird Sound Recognition in Complex Acoustic Environments

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2020

Published in: CLEF (11. : 2020 : Thessaloniki; Online): CLEF 2020: CLEF 2020 working notes ; 2020
Kahl, Stefan [Author]; Navine, Amanda [Author]; Denton, Tom [Author]; Klinck, Holger [Author]; Hart, Patrick [Author]; Glotin, Hervé [Author]; Goëau, Hervé [Author]; Vellinga, Willem-Pier [Author]; Planqué, Robert [Author]; Joly, Alexis [Author]

Overview of BirdCLEF 2022: Endangered bird species recognition in soundscape recordings

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2022

Published in: CLEF (13. : 2022 : Bologna): CLEF 2022: CLEF 2022 working notes ; (2022), Seite 1929-1939
Goëau, Hervé; Bonnet, Pierre; Joly, Alexis

AI-based Identification of Plant Photographs from Herbarium Specimens

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Pensoft Publishers, 2021

Published in: Biodiversity Information Science and Standards, 5 (2021)
Goëau, Hervé; Lorieul, Titouan; Heuret, Patrick; Joly, Alexis; Bonnet, Pierre

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

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MDPI AG, 2022

Published in: Plants, 11 (2022) 4, Seite 530
Lee, Sue Han; Goëau, Hervé; Bonnet, Pierre; Joly, Alexis

Attention-Based Recurrent Neural Network for Plant Disease Classification

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Frontiers Media SA, 2020

Published in: Frontiers in Plant Science, 11 (2020)
Mehreen, Shamprikta; Goëau, Hervé; Bonnet, Pierre; Chau, Sophie; Champ, Julien; Joly, Alexis

Estimating Compositions and Nutritional Values of Seed Mixes Based on Vision Transformers

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American Association for the Advancement of Science (AAAS), 2023

Published in: Plant Phenomics, 5 (2023)
Love, Natalie L. R.; Bonnet, Pierre; Goëau, Hervé; Joly, Alexis; Mazer, Susan J.

Machine Learning Undercounts Reproductive Organs on Herbarium Specimens but Accurately Derives Their Quantitative Phenological Status: A Case Study of Streptanthus tortuosus

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MDPI AG, 2021

Published in: Plants, 10 (2021) 11, Seite 2471
Champ, Julien; Mora‐Fallas, Adan; Goëau, Hervé; Mata‐Montero, Erick; Bonnet, Pierre; Joly, Alexis

Instance segmentation for the fine detection of crop and weed plants by precision agricultural robots

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Wiley, 2020

Published in: Applications in Plant Sciences, 8 (2020) 7
Mora-Fallas, Adán; Goëau, Hervé; Joly, Alexis; Bonnet, Pierre; Mata-Montero, Erick

Segmentación de instancias para detección automática de malezas y cultivos en campos de cultivo

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Instituto Tecnologico de Costa Rica, 2020

Published in: Revista Tecnología en Marcha (2020)
Mora-Fallas, Adán; Goëau, Hervé; Mazer, Susan; Love, Natalie; Mata-Montero, Erick; Bonnet, Pierre; Joly, Alexis

Accelerating the Automated Detection, Counting and Measurements of Reproductive Organs in Herbarium Collections in the Era of Deep Learning

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Pensoft Publishers, 2019

Published in: Biodiversity Information Science and Standards, 3 (2019)
Bonnet, Pierre; Botella, Christophe; Munoz, François; Monestiez, Pascal; Chouet, Mathias; Goëau, Hervé; Joly, Alexis

Automated Identification of Citizen Science Observations for Ecological Studies

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Pensoft Publishers, 2018

Published in: Biodiversity Information Science and Standards, 2 (2018), Seite e25450
Goëau, Hervé; Joly, Alexis; Bonnet, Pierre; Lasseck, Mario; Šulc, Milan; Hang, Siang Thye

Deep learning for plant identification: how the web can compete with human experts

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Pensoft Publishers, 2018

Published in: Biodiversity Information Science and Standards, 2 (2018), Seite e25637
Lee, Sue Han; Chang, Yang Loong; Chan, Chee Seng; Alexis, Joly; Bonnet, Pierre; Goeau, Herve

Lecture Notes in Computer Science: Plant Classification Based on Gated Recurrent Unit

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Springer International Publishing, 2018

Published in: Lecture Notes in Computer Science (2018), Seite 169-180
Carranza-Rojas, Jose; Joly, Alexis; Bonnet, Pierre; Goëau, Hervé; Mata-Montero, Erick

Automated Herbarium Specimen Identification using Deep Learning

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Pensoft Publishers, 2017

Published in: Proceedings of TDWG, 1 (2017), Seite e20302
Carranza-Rojas, Jose; Goeau, Herve; Bonnet, Pierre; Mata-Montero, Erick; Joly, Alexis

Going deeper in the automated identification of Herbarium specimens

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Springer Science and Business Media LLC, 2017

Published in: BMC Evolutionary Biology, 17 (2017) 1

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