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2020 – today

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2024
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Alexis Joly, Lukás Picek, Stefan Kahl, Hervé Goëau, Vincent Espitalier, Christophe Botella, Diego Marcos, Joaquim Estopinan, César Leblanc, Théo Larcher, Milan Sulc, Marek Hrúz, Maximilien Servajean, Hervé Glotin, Robert Planqué, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Ivan Eggel, Pierre Bonnet, Henning Müller:
Overview of LifeCLEF 2024: Challenges on Species Distribution Prediction and Identification. CLEF (2) 2024: 183-207
[c67]
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Stefan Kahl, Tom Denton, Holger Klinck, Vijay Ramesh, Viral Joshi, Meghana Srivathsa, Akshay Anand, Chiti Arvind, Harikrishnan Cp, Suyash Sawant, Robin Vv, Hervé Glotin, Hervé Goëau, Willem-Pier Vellinga, Robert Planqué, Alexis Joly:
Overview of BirdCLEF 2024: Acoustic identification of under-studied bird species in the Western Ghats. CLEF (Working Notes) 2024: 1948-1957
[c66]
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Hervé Goëau, Vincent Espitalier, Pierre Bonnet, Alexis Joly:
Overview of PlantCLEF 2024: Multi-species Plant Identification in Vegetation Plot Images. CLEF (Working Notes) 2024: 1978-1988
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Alexis Joly, Lukás Picek, Stefan Kahl, Hervé Goëau, Vincent Espitalier, Christophe Botella, Benjamin Deneu, Diego Marcos, Joaquim Estopinan, César Leblanc, Théo Larcher, Milan Sulc, Marek Hrúz, Maximilien Servajean, Jirí Matas, Hervé Glotin, Robert Planqué, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Andrew M. Durso, Ivan Eggel, Pierre Bonnet, Henning Müller:
LifeCLEF 2024 Teaser: Challenges on Species Distribution Prediction and Identification. ECIR (6) 2024: 19-27
[i2]
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Tanguy Lefort, Antoine Affouard, Benjamin Charlier, Jean-Christophe Lombardo, Mathias Chouet, Hervé Goëau, Joseph Salmon, Pierre Bonnet, Alexis Joly:
Cooperative learning of Pl@ntNet's Artificial Intelligence algorithm: how does it work and how can we improve it? CoRR abs/2406.03356 (2024)
[i1]
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Diego Marcos, Robert van de Vlasakker, Ioannis N. Athanasiadis, Pierre Bonnet, Hervé Goëau, Alexis Joly, W. Daniel Kissling, César Leblanc, André S. J. van Proosdij, Konstantinos P. Panousis:
Fully automatic extraction of morphological traits from the Web: utopia or reality? CoRR abs/2409.17179 (2024)
2023
[c64]
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Alexis Joly, Christophe Botella, Lukás Picek, Stefan Kahl, Hervé Goëau, Benjamin Deneu, Diego Marcos, Joaquim Estopinan, César Leblanc, Théo Larcher, Rail Chamidullin, Milan Sulc, Marek Hrúz, Maximilien Servajean, Hervé Glotin, Robert Planqué, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Ivan Eggel, Pierre Bonnet, Henning Müller:
Overview of LifeCLEF 2023: Evaluation of AI Models for the Identification and Prediction of Birds, Plants, Snakes and Fungi. CLEF 2023: 416-439
[c63]
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Stefan Kahl, Tom Denton, Holger Klinck, Hendrik Reers, Francis Cherutich, Hervé Glotin, Hervé Goëau, Willem-Pier Vellinga, Robert Planqué, Alexis Joly:
Overview of BirdCLEF 2023: Automated Bird Species Identification in Eastern Africa. CLEF (Working Notes) 2023: 1934-1942
[c62]
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Hervé Goëau, Pierre Bonnet, Alexis Joly:
Overview of PlantCLEF 2023: Image-based Plant Identification at Global Scale. CLEF (Working Notes) 2023: 1972-1981
[c61]
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Alexis Joly, Hervé Goëau, Stefan Kahl, Lukás Picek, Christophe Botella, Diego Marcos, Milan Sulc, Marek Hrúz, Titouan Lorieul, Sara Si-Moussi, Maximilien Servajean, Benjamin Kellenberger, Elijah Cole, Andrew Durso, Hervé Glotin, Robert Planqué, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Ivan Eggel, Pierre Bonnet, Henning Müller:
LifeCLEF 2023 Teaser: Species Identification and Prediction Challenges. ECIR (3) 2023: 568-576
[c60]
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Abel Yu Hao Chai, Sue Han Lee, Fei Siang Tay, Yi Lung Then, Hervé Goëau, Pierre Bonnet, Alexis Joly:
Pairwise Feature Learning for Unseen Plant Disease Recognition. ICIP 2023: 306-310
2022
[c59]
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Alexis Joly, Hervé Goëau, Stefan Kahl, Lukás Picek, Titouan Lorieul, Elijah Cole, Benjamin Deneu, Maximilien Servajean, Andrew Durso, Hervé Glotin, Robert Planqué, Willem-Pier Vellinga, Amanda Navine, Holger Klinck, Tom Denton, Ivan Eggel, Pierre Bonnet, Milan Sulc, Marek Hrúz:
Overview of LifeCLEF 2022: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction. CLEF 2022: 257-285
[c58]
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Hervé Goëau, Pierre Bonnet, Alexis Joly:
Overview of PlantCLEF 2022: Image-based plant identification at global scale. CLEF (Working Notes) 2022: 1916-1928
[c57]
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Stefan Kahl, Amanda Navine, Tom Denton, Holger Klinck, Patrick Hart, Hervé Glotin, Hervé Goëau, Willem-Pier Vellinga, Robert Planqué, Alexis Joly:
Overview of BirdCLEF 2022: Endangered bird species recognition in soundscape recordings. CLEF (Working Notes) 2022: 1929-1939
[c56]
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Alexis Joly, Hervé Goëau, Stefan Kahl, Lukás Picek, Titouan Lorieul, Elijah Cole, Benjamin Deneu, Maximilien Servajean, Andrew Durso, Isabelle Bolon, Hervé Glotin, Robert Planqué, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Ivan Eggel, Pierre Bonnet, Henning Müller, Milan Sulc:
LifeCLEF 2022 Teaser: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction. ECIR (2) 2022: 390-399
2021
[c55]
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Alexis Joly, Hervé Goëau, Stefan Kahl, Lukás Picek, Titouan Lorieul, Elijah Cole, Benjamin Deneu, Maximilien Servajean, Andrew Durso, Isabelle Bolon, Hervé Glotin, Robert Planqué, Rafael Luis Ruiz De Castaneda, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Ivan Eggel, Pierre Bonnet, Henning Müller:
Overview of LifeCLEF 2021: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction. CLEF 2021: 371-393
[c54]
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Hervé Goëau, Pierre Bonnet, Alexis Joly:
Overview of PlantCLEF 2021: cross-domain plant identification. CLEF (Working Notes) 2021: 1422-1436
[c53]
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Stefan Kahl, Tom Denton, Holger Klinck, Hervé Glotin, Hervé Goëau, Willem-Pier Vellinga, Robert Planqué, Alexis Joly:
Overview of BirdCLEF 2021: Bird call identification in soundscape recordings. CLEF (Working Notes) 2021: 1437-1450
[c52]
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Alexis Joly, Hervé Goëau, Elijah Cole, Stefan Kahl, Lukás Picek, Hervé Glotin, Benjamin Deneu, Maximilien Servajean, Titouan Lorieul, Willem-Pier Vellinga, Pierre Bonnet, Andrew Durso, Rafael Luis Ruiz De Castaneda, Ivan Eggel, Henning Müller:
LifeCLEF 2021 Teaser: Biodiversity Identification and Prediction Challenges. ECIR (2) 2021: 601-607
2020
[j4]
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Sue Han Lee, Hervé Goëau, Pierre Bonnet, Alexis Joly:
New perspectives on plant disease characterization based on deep learning. Comput. Electron. Agric. 170: 105220 (2020)
[c51]
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Hervé Goëau, Pierre Bonnet, Alexis Joly:
Overview of LifeCLEF Plant Identification task 2020. CLEF (Working Notes) 2020
[c50]
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Alexis Joly, Hervé Goëau, Stefan Kahl, Benjamin Deneu, Maximilien Servajean, Elijah Cole, Lukás Picek, Rafael Luis Ruiz De Castañeda, Isabelle Bolon, Andrew Durso, Titouan Lorieul, Christophe Botella, Hervé Glotin, Julien Champ, Ivan Eggel, Willem-Pier Vellinga, Pierre Bonnet, Henning Müller:
Overview of LifeCLEF 2020: A System-Oriented Evaluation of Automated Species Identification and Species Distribution Prediction. CLEF 2020: 342-363
[c49]
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Stefan Kahl, Mary Clapp, W. Alexander Hopping, Hervé Goëau, Hervé Glotin, Robert Planqué, Willem-Pier Vellinga, Alexis Joly:
Overview of BirdCLEF 2020: Bird Sound Recognition in Complex Acoustic Environments. CLEF (Working Notes) 2020
[c48]
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Juan Villacis-Llobet, Hervé Goëau, Pierre Bonnet, Alexis Joly, Erick Mata-Montero:
Domain Adaptation in the Context of Herbarium Collections: A submission to PlantCLEF 2020. CLEF (Working Notes) 2020
[c47]
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Alexis Joly, Hervé Goëau, Stefan Kahl, Christophe Botella, Rafael Luis Ruiz De Castaneda, Hervé Glotin, Elijah Cole, Julien Champ, Benjamin Deneu, Maximilien Servajean, Titouan Lorieul, Willem-Pier Vellinga, Fabian-Robert Stöter, Andrew Durso, Pierre Bonnet, Henning Müller:
LifeCLEF 2020 Teaser: Biodiversity Identification and Prediction Challenges. ECIR (2) 2020: 542-549
[c46]
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Sue Han Lee, Hervé Goëau, Pierre Bonnet, Alexis Joly:
Conditional Multi-Task learning for Plant Disease Identification. ICPR 2020: 3320-3327

2010 – 2019

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2019
[c45]
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Hervé Goëau, Pierre Bonnet, Alexis Joly:
Overview of LifeCLEF Plant Identification Task 2019: diving into Data Deficient Tropical Countries. CLEF (Working Notes) 2019
[c44]
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Alexis Joly, Hervé Goëau, Christophe Botella, Stefan Kahl, Maximilien Servajean, Hervé Glotin, Pierre Bonnet, Robert Planqué, Fabian-Robert Stöter, Willem-Pier Vellinga, Henning Müller:
Overview of LifeCLEF 2019: Identification of Amazonian Plants, South & North American Birds, and Niche Prediction. CLEF 2019: 387-401
[c43]
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Stefan Kahl, Fabian-Robert Stöter, Hervé Goëau, Hervé Glotin, Bob Planqué, Willem-Pier Vellinga, Alexis Joly:
Overview of BirdCLEF 2019: Large-Scale Bird Recognition in Soundscapes. CLEF (Working Notes) 2019
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Alexis Joly, Hervé Goëau, Christophe Botella, Stefan Kahl, Marion Poupard, Maximilien Servajean, Hervé Glotin, Pierre Bonnet, Willem-Pier Vellinga, Robert Planqué, Jan Schlüter, Fabian-Robert Stöter, Henning Müller:
LifeCLEF 2019: Biodiversity Identification and Prediction Challenges. ECIR (2) 2019: 275-282
[p3]
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Alexis Joly, Hervé Goëau, Hervé Glotin, Concetto Spampinato, Pierre Bonnet, Willem-Pier Vellinga, Jean-Christophe Lombardo, Robert Planqué, Simone Palazzo, Henning Müller:
Biodiversity Information Retrieval Through Large Scale Content-Based Identification: A Long-Term Evaluation. Information Retrieval Evaluation in a Changing World 2019: 389-413
2018
[c41]
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Hervé Goëau, Pierre Bonnet, Alexis Joly:
Overview of ExpertLifeCLEF 2018: how far Automated Identification Systems are from the Best Experts? CLEF (Working Notes) 2018
[c40]
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Hervé Goëau, Stefan Kahl, Hervé Glotin, Bob Planqué, Willem-Pier Vellinga, Alexis Joly:
Overview of BirdCLEF 2018: Monospecies vs. Sundscape Bird Identification. CLEF (Working Notes) 2018
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Alexis Joly, Hervé Goëau, Christophe Botella, Hervé Glotin, Pierre Bonnet, Willem-Pier Vellinga, Robert Planqué, Henning Müller:
Overview of LifeCLEF 2018: A Large-Scale Evaluation of Species Identification and Recommendation Algorithms in the Era of AI. CLEF 2018: 247-266
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Jose Carranza-Rojas, Erick Mata-Montero, Hervé Goëau:
Hidden Biases in Automated Image-Based Plant Identification. IWOBI 2018: 1-9
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Pierre Bonnet, Hervé Goëau, Siang Thye Hang, Mario Lasseck, Milan Sulc, Valéry Malécot, Philippe Jauzein, Jean-Claude Melet, Christian You, Alexis Joly:
Plant Identification: Experts vs. Machines in the Era of Deep Learning - Deep Learning Techniques Challenge Flora Experts. Multimedia Tools and Applications for Environmental & Biodiversity Informatics 2018: 131-149
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Jose Carranza-Rojas, Alexis Joly, Hervé Goëau, Erick Mata-Montero, Pierre Bonnet:
Automated Identification of Herbarium Specimens at Different Taxonomic Levels. Multimedia Tools and Applications for Environmental & Biodiversity Informatics 2018: 151-167
2017
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Hervé Goëau, Pierre Bonnet, Alexis Joly:
Plant Identification Based on Noisy Web Data: the Amazing Performance of Deep Learning (LifeCLEF 2017). CLEF (Working Notes) 2017
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Hervé Goëau, Hervé Glotin, Willem-Pier Vellinga, Bob Planqué, Alexis Joly:
LifeCLEF Bird Identification Task 2017. CLEF (Working Notes) 2017
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Sue Han Lee, Yang Loong Chang, Chee Seng Chan, Alexis Joly, Pierre Bonnet, Hervé Goëau:
Plant Classification Based on Gated Recurrent Unit. CLEF 2017: 169-180
[c34]
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Alexis Joly, Hervé Goëau, Hervé Glotin, Concetto Spampinato, Pierre Bonnet, Willem-Pier Vellinga, Jean-Christophe Lombardo, Robert Planqué, Simone Palazzo, Henning Müller:
LifeCLEF 2017 Lab Overview: Multimedia Species Identification Challenges. CLEF 2017: 255-274
[c33]
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Antoine Affouard, Hervé Goëau, Pierre Bonnet, Jean-Christophe Lombardo, Alexis Joly:
Pl@ntNet app in the era of deep learning. ICLR (Workshop) 2017
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Alexis Joly, Pierre Bonnet, Antoine Affouard, Jean-Christophe Lombardo, Hervé Goëau:
Pl@ntNet - My Business. ACM Multimedia 2017: 551-555
2016
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Alexis Joly, Pierre Bonnet, Hervé Goëau, Julien Barbe, Souheil Selmi, Julien Champ, Samuel Dufour-Kowalski, Antoine Affouard, Jennifer Carré, Jean-François Molino, Nozha Boujemaa, Daniel Barthélémy:
A look inside the Pl@ntNet experience - The good, the bias and the hope. Multim. Syst. 22(6): 751-766 (2016)
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Pierre Bonnet, Alexis Joly, Hervé Goëau, Julien Champ, Christel Vignau, Jean-François Molino, Daniel Barthélémy, Nozha Boujemaa:
Plant identification: man vs. machine - LifeCLEF 2014 plant identification challenge. Multim. Tools Appl. 75(3): 1647-1665 (2016)
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Alexis Joly, Hervé Goëau, Hervé Glotin, Concetto Spampinato, Pierre Bonnet, Willem-Pier Vellinga, Julien Champ, Robert Planqué, Simone Palazzo, Henning Müller:
LifeCLEF 2016: Multimedia Life Species Identification Challenges. CLEF 2016: 286-310
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Hervé Goëau, Pierre Bonnet, Alexis Joly:
Plant Identification in an Open-world (LifeCLEF 2016). CLEF (Working Notes) 2016: 428-439
[c29]
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Hervé Goëau, Hervé Glotin, Willem-Pier Vellinga, Robert Planqué, Alexis Joly:
LifeCLEF Bird Identification Task 2016: The arrival of Deep learning. CLEF (Working Notes) 2016: 440-449
[c28]
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Julien Champ, Hervé Goëau, Alexis Joly:
Floristic participation at LifeCLEF 2016 Plant Identification Task. CLEF (Working Notes) 2016: 450-458
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Alexis Joly, Hervé Goëau, Julien Champ, Samuel Dufour-Kowalski, Henning Müller, Pierre Bonnet:
Crowdsourcing Biodiversity Monitoring: How Sharing your Photo Stream can Sustain our Planet. ACM Multimedia 2016: 958-967
2015
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Hervé Goëau, Pierre Bonnet, Alexis Joly:
LifeCLEF Plant Identification Task 2015. CLEF (Working Notes) 2015
[c25]
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Hervé Goëau, Hervé Glotin, Willem-Pier Vellinga, Robert Planqué, Andreas Rauber, Alexis Joly:
LifeCLEF Bird Identification Task 2015. CLEF (Working Notes) 2015
[c24]
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Alexis Joly, Hervé Goëau, Hervé Glotin, Concetto Spampinato, Pierre Bonnet, Willem-Pier Vellinga, Robert Planqué, Andreas Rauber, Simone Palazzo, Bob Fisher, Henning Müller:
LifeCLEF 2015: Multimedia Life Species Identification Challenges. CLEF 2015: 462-483
2014
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Alexis Joly, Hervé Goëau, Pierre Bonnet, Vera Bakic, Julien Barbe, Souheil Selmi, Itheri Yahiaoui, Jennifer Carré, Elise Mouysset, Jean-François Molino, Nozha Boujemaa, Daniel Barthélémy:
Interactive plant identification based on social image data. Ecol. Informatics 23: 22-34 (2014)
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Alexis Joly, Hervé Goëau, Hervé Glotin, Concetto Spampinato, Pierre Bonnet, Willem-Pier Vellinga, Robert Planqué, Andreas Rauber, Robert B. Fisher, Henning Müller:
LifeCLEF 2014: Multimedia Life Species Identification Challenges. CLEF 2014: 229-249
[c22]
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Hervé Goëau, Hervé Glotin, Willem-Pier Vellinga, Robert Planqué, Andreas Rauber, Alexis Joly:
LifeCLEF Bird Identication Task 2014. CLEF (Working Notes) 2014: 585-597
[c21]
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Alexis Joly, Hervé Goëau:
LifeCLEF Plant Identification Task 2014. CLEF (Working Notes) 2014: 598-615
[c20]
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Hervé Goëau, Alexis Joly, Itheri Yahiaoui:
PlantNet Participation at LifeCLEF2014 Plant Identification Task. CLEF (Working Notes) 2014: 724-737
[c19]
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Alexis Joly, Henning Müller, Hervé Goëau, Hervé Glotin, Concetto Spampinato, Andreas Rauber, Pierre Bonnet, Willem-Pier Vellinga, Robert B. Fisher, Robert Planqué:
LifeCLEF: Multimedia life species identification. EMR@ICMR 2014: 7-13
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Hervé Goëau, Pierre Bonnet, Alexis Joly, Antoine Affouard, Vera Bakic, Julien Barbe, Samuel Dufour, Souheil Selmi, Itheri Yahiaoui, Christel Vignau, Daniel Barthélémy, Nozha Boujemaa:
Pl@ntNet Mobile 2014: Android port and new features. ICMR 2014: 527
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Alexis Joly, Hervé Goëau, Pierre Bonnet, Concetto Spampinato, Hervé Glotin, Andreas Rauber, Willem-Pier Vellinga, Robert B. Fisher, Henning Müller:
Are Species Identification Tools Biodiversity-friendly? MAED@MM 2014: 31-36
2013
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Vera Bakic, Sofiène Mouine, Saloua Ouertani-Litayem, Anne Verroust-Blondet, Itheri Yahiaoui, Hervé Goëau, Alexis Joly:
Inria's Participation at ImageCLEF 2013 Plant Identification Task. CLEF (Working Notes) 2013
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Barbara Caputo, Henning Müller, Bart Thomee, Mauricio Villegas, Roberto Paredes, David Zellhöfer, Hervé Goëau, Alexis Joly, Pierre Bonnet, Jesus Martínez-Gómez, Ismael García-Varea, Miguel Cazorla:
ImageCLEF 2013: The Vision, the Data and the Open Challenges. CLEF 2013: 250-268
[c14]
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Hervé Goëau, Pierre Bonnet, Alexis Joly, Vera Bakic, Daniel Barthélémy, Nozha Boujemaa, Jean-François Molino:
The ImageCLEF 2013 Plant Identification Task. CLEF (Working Notes) 2013
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Sofiène Mouine, Itheri Yahiaoui, Anne Verroust-Blondet, Laurent Joyeux, Souheil Selmi, Hervé Goëau:
An android application for leaf-based plant identification. ICMR 2013: 309-310
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Hervé Goëau, Alexis Joly, Pierre Bonnet, Vera Bakic, Daniel Barthélémy, Nozha Boujemaa, Jean-François Molino:
The imageCLEF plant identification task 2013. MAED@ACM Multimedia 2013: 23-28
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Hervé Goëau, Pierre Bonnet, Alexis Joly, Vera Bakic, Julien Barbe, Itheri Yahiaoui, Souheil Selmi, Jennifer Carré, Daniel Barthélémy, Nozha Boujemaa, Jean-François Molino, Grégoire Duché, Aurélien Péronnet:
Pl@ntNet mobile app. ACM Multimedia 2013: 423-424
2012
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Vera Bakic, Itheri Yahiaoui, Sofiène Mouine, Saloua Litayem, Wajih Ouertani, Anne Verroust-Blondet, Hervé Goëau, Alexis Joly:
Inria IMEDIA2's Participation at ImageCLEF 2012 Plant Identification Task. CLEF (Online Working Notes/Labs/Workshop) 2012
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Hervé Goëau, Pierre Bonnet, Alexis Joly, Itheri Yahiaoui, Daniel Barthélémy, Nozha Boujemaa, Jean-François Molino:
The ImageCLEF 2012 Plant Identification Task. CLEF (Online Working Notes/Labs/Workshop) 2012
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Amel Hamzaoui, Alexis Joly, Hervé Goëau:
Plant leaves morphological categorization with shared nearest neighbours clustering. MAED@ACM Multimedia 2012: 37-40
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Hervé Goëau, Pierre Bonnet, Julien Barbe, Vera Bakic, Alexis Joly, Jean-François Molino, Daniel Barthélémy, Nozha Boujemaa:
Multi-organ plant identification. MAED@ACM Multimedia 2012: 41-44
2011
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Hervé Goëau, Pierre Bonnet, Alexis Joly, Nozha Boujemaa, Daniel Barthélémy, Jean-François Molino, Philippe Birnbaum, Elise Mouysset, Marie Picard:
The CLEF 2011 Plant Images Classification Task. CLEF (Notebook Papers/Labs/Workshop) 2011
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Hervé Goëau, Alexis Joly, Itheri Yahiaoui, Pierre Bonnet, Elise Mouysset:
Participation of INRIA & Pl@ntNet to ImageCLEF 2011 Plant Images Classification Task. CLEF (Notebook Papers/Labs/Workshop) 2011
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Hervé Goëau, Alexis Joly, Souheil Selmi, Pierre Bonnet, Elise Mouysset, Laurent Joyeux, Jean-François Molino, Philippe Birnbaum, Daniel Barthélémy, Nozha Boujemaa:
Visual-based plant species identification from crowdsourced data. ACM Multimedia 2011: 813-814

2000 – 2009

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2009
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Hervé Goëau:
Structuration de collections d'images par apprentissage actif crédibiliste. Joseph Fourier University, Grenoble, France, 2009
2008
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Hervé Goëau, Olivier Buisson, Marie-Luce Viaud:
Image collection structuring based on evidential active learner. CBMI 2008: 388-395
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Marie-Luce Viaud, Jérôme Thièvre, Hervé Goëau, Agnès Saulnier, Olivier Buisson:
Interactive components for visual exploration of multimedia archives. CIVR 2008: 609-616
2007
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Hervé Goëau, Jérôme Thièvre, Marie-Luce Viaud, Denis Pellerin:
Interactive Visualization Tool with Graphic Table of Video Contents. ICME 2007: 807-810

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