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Pierre Bonnet
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Publications
- 2024
- [c58]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 - 2023
- [c57]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 - [c55]Hervé Goëau, Pierre Bonnet, Alexis Joly:
Overview of PlantCLEF 2023: Image-based Plant Identification at Global Scale. CLEF (Working Notes) 2023: 1972-1981 - [c54]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 - [c53]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
- [c52]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 - [c51]Hervé Goëau, Pierre Bonnet, Alexis Joly:
Overview of PlantCLEF 2022: Image-based plant identification at global scale. CLEF (Working Notes) 2022: 1916-1928 - [c48]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
- [c47]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 - [c46]Hervé Goëau, Pierre Bonnet, Alexis Joly:
Overview of PlantCLEF 2021: cross-domain plant identification. CLEF (Working Notes) 2021: 1422-1436 - [c44]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
- [j9]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) - [c40]Hervé Goëau, Pierre Bonnet, Alexis Joly:
Overview of LifeCLEF Plant Identification task 2020. CLEF (Working Notes) 2020 - [c39]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 - [c38]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 - [c37]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 - [c35]Sue Han Lee, Hervé Goëau, Pierre Bonnet, Alexis Joly:
Conditional Multi-Task learning for Plant Disease Identification. ICPR 2020: 3320-3327 - 2019
- [c33]Hervé Goëau, Pierre Bonnet, Alexis Joly:
Overview of LifeCLEF Plant Identification Task 2019: diving into Data Deficient Tropical Countries. CLEF (Working Notes) 2019 - [c32]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 - [c31]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 - [p5]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
- [c29]Hervé Goëau, Pierre Bonnet, Alexis Joly:
Overview of ExpertLifeCLEF 2018: how far Automated Identification Systems are from the Best Experts? CLEF (Working Notes) 2018 - [c28]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 - [p3]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 - [p2]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
- [c26]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 - [c25]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 - [c24]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 - [c23]Antoine Affouard, Hervé Goëau, Pierre Bonnet, Jean-Christophe Lombardo, Alexis Joly:
Pl@ntNet app in the era of deep learning. ICLR (Workshop) 2017 - [c22]Alexis Joly, Pierre Bonnet, Antoine Affouard, Jean-Christophe Lombardo, Hervé Goëau:
Pl@ntNet - My Business. ACM Multimedia 2017: 551-555 - 2016
- [j7]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) - [j6]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) - [c21]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 - [c20]Hervé Goëau, Pierre Bonnet, Alexis Joly:
Plant Identification in an Open-world (LifeCLEF 2016). CLEF (Working Notes) 2016: 428-439 - [c19]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
- [c18]Hervé Goëau, Pierre Bonnet, Alexis Joly:
LifeCLEF Plant Identification Task 2015. CLEF (Working Notes) 2015 - [c17]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
- [j2]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) - [c16]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 - [c15]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 - [c14]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 - [c13]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
- [c10]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 - [c9]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 - [c8]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 - [c7]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
- [c6]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 - [c5]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
- [c4]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 - [c3]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 - [c2]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
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