Pierre Bonnet

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 57

Top Topics

Convolutional Neural Networks

Top Venues

CLEF (Working Notes)

Publications

Joaquim Estopinan, Pierre Bonnet, Maximilien Servajean, François Munoz, Alexis Joly
Modelling Species Distributions with Deep Learning to Predict Plant Extinction Risk and Assess Climate Change Impacts. CoRR (2024)
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 (2024)
Joaquim Estopinan, Maximilien Servajean, Pierre Bonnet, Alexis Joly, François Munoz
Mapping global orchid assemblages with deep learning provides novel conservation insights. Ecol. Informatics 81 (2024)
Lukás Picek, Christophe Botella, Maximilien Servajean, César Leblanc, Rémi Palard, Théo Larcher, Benjamin Deneu, Diego Marcos, Joaquim Estopinan, Pierre Bonnet, Alexis Joly
Overview of GeoLifeCLEF 2024: Species Composition Prediction with High Spatial Resolution at Continental Scale using Remote Sensing. CLEF (Working Notes) (2024)
Hervé Goëau, Vincent Espitalier, Pierre Bonnet, Alexis Joly
Overview of PlantCLEF 2024: Multi-species Plant Identification in Vegetation Plot Images. CLEF (Working Notes) (2024)
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)
Joaquim Estopinan, Maximilien Servajean, Pierre Bonnet, Alexis Joly, François Munoz
AI-based Mapping of the Conservation Status of Orchid Assemblages at Global Scale. CoRR (2024)
Christophe Botella, Benjamin Deneu, Diego Marcos Gonzalez, Maximilien Servajean, Théo Larcher, César Leblanc, Joaquim Estopinan, Pierre Bonnet, Alexis Joly
Overview of GeoLifeCLEF 2023: Species Composition Prediction with High Spatial Resolution at Continental Scale Using Remote Sensing. CLEF (Working Notes) (2023)
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)
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)
Hervé Goëau, Pierre Bonnet, Alexis Joly
Overview of PlantCLEF 2023: Image-based Plant Identification at Global Scale. CLEF (Working Notes) (2023)
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)
Ali Al Ibrahim, Cédric Chauvière, Pierre Bonnet
Experimental Validations of Time-Domain Voltage/Current Control: Electrical Correction of Faulty Transmission-Line Networks. IEEE Trans. Instrum. Meas. 72 (2023)
Titouan Lorieul, Elijah Cole, Benjamin Deneu, Maximilien Servajean, Pierre Bonnet, Alexis Joly
Overview of GeoLifeCLEF 2022: Predicting Species Presence from Multi-modal Remote Sensing, Bioclimatic and Pedologic Data. CLEF (Working Notes) (2022)
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)
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)
Hervé Goëau, Pierre Bonnet, Alexis Joly
Overview of PlantCLEF 2022: Image-based plant identification at global scale. CLEF (Working Notes) (2022)
César Leblanc, Alexis Joly, Titouan Lorieul, Maximilien Servajean, Pierre Bonnet
Species Distribution Modeling based on aerial images and environmental features with Convolutional Neural Networks. CLEF (Working Notes) (2022)
Kofi Edee, Gérard Granet, Françoise Paladian, Pierre Bonnet, Ghida Al Achkar, Lana Damaj, Jean-Pierre Plumey, Mariacristina Larciprete, Brahim Guizal
Domain Decomposition Spectral Method Applied to Modal Method: Direct and Inverse Spectral Transforms. Sensors 22 (21) (2022)
Benjamin Deneu, Maximilien Servajean, Pierre Bonnet, Christophe Botella, François Munoz, Alexis Joly
Convolutional neural networks improve species distribution modelling by capturing the spatial structure of the environment. PLoS Comput. Biol. 17 (4) (2021)
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)
Hervé Goëau, Pierre Bonnet, Alexis Joly
Overview of PlantCLEF 2021: cross-domain plant identification. CLEF (Working Notes) (2021)
Camille Garcin, Alexis Joly, Pierre Bonnet, Antoine Affouard, Jean-Christophe Lombardo, Mathias Chouet, Maximilien Servajean, Titouan Lorieul, Joseph Salmon
Pl@ntNet-300K: a plant image dataset with high label ambiguity and a long-tailed distribution. NeurIPS Datasets and Benchmarks (2021)
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)
Titouan Lorieul, Elijah Cole, Benjamin Deneu, Maximilien Servajean, Pierre Bonnet, Alexis Joly
Overview of GeoLifeCLEF 2021: Predicting species distribution from 2 million remote sensing images. CLEF (Working Notes) (2021)
Amélie Rabat, Pierre Bonnet, Khalil El Khamlichi Drissi, Sébastien Girard
An Analytical Evaluation of the Shielding Effectiveness of Enclosures Containing Complex Apertures. IEEE Access 9 (2021)
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)
Benjamin Deneu, Alexis Joly, Pierre Bonnet, Maximilien Servajean, François Munoz
How Do Deep Convolutional SDM Trained on Satellite Images Unravel Vegetation Ecology? ICPR Workshops (6) (2020)
Benjamin Deneu, Titouan Lorieul, Elijah Cole, Maximilien Servajean, Christophe Botella, Pierre Bonnet, Alexis Joly
Overview of LifeCLEF Location-based Species Prediction Task 2020 (GeoLifeCLEF). CLEF (Working Notes) (2020)
Sue Han Lee, Hervé Goëau, Pierre Bonnet, Alexis Joly
New perspectives on plant disease characterization based on deep learning. Comput. Electron. Agric. 170 (2020)
Sue Han Lee, Hervé Goëau, Pierre Bonnet, Alexis Joly
Conditional Multi-Task learning for Plant Disease Identification. ICPR (2020)
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)
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)
Valentin Mazières, Ali Al Ibrahim, Cédric Chauvière, Pierre Bonnet, Romain Pascaud, Richard Clergereaux, Simon Dap, Laurent Liard, Olivier Pascal
Transient Electric Field Shaping With the Linear Combination of Configuration Field Method for Enhanced Spatial Control of Microwave Plasmas. IEEE Access 8 (2020)
Benjamin Deneu, Maximilien Servajean, Pierre Bonnet, François Munoz, Alexis Joly
Participation of LIRMM / Inria to the GeoLifeCLEF 2020 Challenge. CLEF (Working Notes) (2020)
Elijah Cole, Benjamin Deneu, Titouan Lorieul, Maximilien Servajean, Christophe Botella, Dan Morris, Nebojsa Jojic, Pierre Bonnet, Alexis Joly
The GeoLifeCLEF 2020 Dataset. CoRR (2020)
Hervé Goëau, Pierre Bonnet, Alexis Joly
Overview of LifeCLEF Plant Identification task 2020. CLEF (Working Notes) (2020)
Tom A. August, Oliver L. Pescott, Alexis Joly, Pierre Bonnet
AI Naturalists Might Hold the Key to Unlocking Biodiversity Data in Social Media Imagery. Patterns 1 (7) (2020)
Christophe Botella, Maximilien Servajean, Pierre Bonnet, Alexis Joly
Overview of GeoLifeCLEF 2019: Plant Species Prediction using Environment and Animal Occurrences. CLEF (Working Notes) (2019)
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)
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)
Hervé Goëau, Pierre Bonnet, Alexis Joly
Overview of LifeCLEF Plant Identification Task 2019: diving into Data Deficient Tropical Countries. CLEF (Working Notes) (2019)
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)
Soumaya Sallem, Ousama Osman, Laurent Sommervogel, Marc Olivas, Arnaud Peltier, Françoise Paladian, Pierre Bonnet
Wired Network Distributed Diagnosis and Sensors Communications by Multi-carrier Time Domain Reflectometry. IntelliSys (2) (2018)
Christophe Botella, Pierre Bonnet, François Munoz, Pascal Monestiez, Alexis Joly
Overview of GeoLifeCLEF 2018: Location-based Species Recommendation. CLEF (Working Notes) (2018)
Hervé Goëau, Pierre Bonnet, Alexis Joly
Overview of ExpertLifeCLEF 2018: how far Automated Identification Systems are from the Best Experts? CLEF (Working Notes) (2018)
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)
Antoine Affouard, Hervé Goëau, Pierre Bonnet, Jean-Christophe Lombardo, Alexis Joly
Pl@ntNet app in the era of deep learning. ICLR (Workshop) (2017)
Alexis Joly, Pierre Bonnet, Antoine Affouard, Jean-Christophe Lombardo, Hervé Goëau
Pl@ntNet - My Business. ACM Multimedia (2017)
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)
Sue Han Lee, Yang Loong Chang, Chee Seng Chan, Alexis Joly, Pierre Bonnet, Hervé Goëau
Plant Classification Based on Gated Recurrent Unit. CLEF (2017)
Hervé Goëau, Pierre Bonnet, Alexis Joly
Plant Identification in an Open-world (LifeCLEF 2016). CLEF (Working Notes) (2016)
Julien Champ, Titouan Lorieul, Pierre Bonnet, Najate Maghnaoui, Christophe Sereno, Thierry Dessup, Jean-Michel Boursiquot, Laurent Audeguin, Thierry Lacombe, Alexis Joly
Categorizing plant images at the variety level: Did you say fine-grained? Pattern Recognit. Lett. 81 (2016)
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) (2016)
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) (2016)
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)
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)
Hervé Goëau, Pierre Bonnet, Alexis Joly
LifeCLEF Plant Identification Task 2015. CLEF (Working Notes) (2015)
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)
J. Benoit, Cédric Chauvière, Pierre Bonnet
Time-dependent current source identification for numerical simulations of Maxwell's equations. J. Comput. Phys. 289 (2015)
Julien Champ, Alexis Joly, Pierre Bonnet
Fine-grained Visual Faceted Search. ACM Multimedia (2014)
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)
Sébastien Lalléchère, Pierre Bonnet, Françoise Paladian
Electrical stochastic modeling of cell for bio-electromagnetic compatibility applications. Ann. des Télécommunications 69 (5-6) (2014)
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)
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 (2014)
Sébastien Lalléchère, Silvestar Sesnic, Pierre Bonnet, Khalil El Khamlichi Drissi, Dragan Poljak
Transient statistics from the lightning strike current flowing along grounding electrode. SoftCOM (2014)
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)
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)
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)
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)
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)
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)
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)
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)
J. Benoit, Cédric Chauvière, Pierre Bonnet
Source identification in time domain electromagnetics. J. Comput. Phys. 231 (8) (2012)
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)
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)
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)
Madaín Pérez Patricio, François Cabestaing, Olivier Colot, Pierre Bonnet
A similarity-based adaptive neighborhood method for correlation-based stereo matching. ICIP (2004)