Pierre Bonnet

Orcid: 0000-0002-2828-4389

According to our database1, Pierre Bonnet authored at least 80 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Modelling Species Distributions with Deep Learning to Predict Plant Extinction Risk and Assess Climate Change Impacts.
CoRR, 2024

AI-based Mapping of the Conservation Status of Orchid Assemblages at Global Scale.
CoRR, 2024


2023
Experimental Validations of Time-Domain Voltage/Current Control: Electrical Correction of Faulty Transmission-Line Networks.
IEEE Trans. Instrum. Meas., 2023

Pairwise Feature Learning for Unseen Plant Disease Recognition.
Proceedings of the IEEE International Conference on Image Processing, 2023


Overview of LifeCLEF 2023: Evaluation of AI Models for the Identification and Prediction of Birds, Plants, Snakes and Fungi.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2023

Overview of PlantCLEF 2023: Image-based Plant Identification at Global Scale.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

Overview of GeoLifeCLEF 2023: Species Composition Prediction with High Spatial Resolution at Continental Scale Using Remote Sensing.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

2022
Domain Decomposition Spectral Method Applied to Modal Method: Direct and Inverse Spectral Transforms.
Sensors, 2022

LifeCLEF 2022 Teaser: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction.
Proceedings of the Advances in Information Retrieval, 2022

Overview of GeoLifeCLEF 2022: Predicting Species Presence from Multi-modal Remote Sensing, Bioclimatic and Pedologic Data.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

Species Distribution Modeling based on aerial images and environmental features with Convolutional Neural Networks.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

Overview of LifeCLEF 2022: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2022

Overview of PlantCLEF 2022: Image-based plant identification at global scale.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

2021
Convolutional neural networks improve species distribution modelling by capturing the spatial structure of the environment.
PLoS Comput. Biol., 2021

An Analytical Evaluation of the Shielding Effectiveness of Enclosures Containing Complex Apertures.
IEEE Access, 2021

Pl@ntNet-300K: a plant image dataset with high label ambiguity and a long-tailed distribution.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

LifeCLEF 2021 Teaser: Biodiversity Identification and Prediction Challenges.
Proceedings of the Advances in Information Retrieval, 2021

Overview of GeoLifeCLEF 2021: Predicting species distribution from 2 million remote sensing images.
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

Overview of LifeCLEF 2021: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2021

Overview of PlantCLEF 2021: cross-domain plant identification.
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

2020
AI Naturalists Might Hold the Key to Unlocking Biodiversity Data in Social Media Imagery.
Patterns, 2020

The GeoLifeCLEF 2020 Dataset.
CoRR, 2020

New perspectives on plant disease characterization based on deep learning.
Comput. Electron. Agric., 2020

Transient Electric Field Shaping With the Linear Combination of Configuration Field Method for Enhanced Spatial Control of Microwave Plasmas.
IEEE Access, 2020

Conditional Multi-Task learning for Plant Disease Identification.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

How Do Deep Convolutional SDM Trained on Satellite Images Unravel Vegetation Ecology?
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020


Domain Adaptation in the Context of Herbarium Collections: A submission to PlantCLEF 2020.
Proceedings of the Working Notes of CLEF 2020, 2020

Overview of LifeCLEF 2020: A System-Oriented Evaluation of Automated Species Identification and Species Distribution Prediction.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2020

Overview of LifeCLEF Plant Identification task 2020.
Proceedings of the Working Notes of CLEF 2020, 2020

Participation of LIRMM / Inria to the GeoLifeCLEF 2020 Challenge.
Proceedings of the Working Notes of CLEF 2020, 2020

Overview of LifeCLEF Location-based Species Prediction Task 2020 (GeoLifeCLEF).
Proceedings of the Working Notes of CLEF 2020, 2020

2019
LifeCLEF 2019: Biodiversity Identification and Prediction Challenges.
Proceedings of the Advances in Information Retrieval, 2019

Overview of LifeCLEF 2019: Identification of Amazonian Plants, South & North American Birds, and Niche Prediction.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2019

Overview of LifeCLEF Plant Identification Task 2019: diving into Data Deficient Tropical Countries.
Proceedings of the Working Notes of CLEF 2019, 2019

Overview of GeoLifeCLEF 2019: Plant Species Prediction using Environment and Animal Occurrences.
Proceedings of the Working Notes of CLEF 2019, 2019

Biodiversity Information Retrieval Through Large Scale Content-Based Identification: A Long-Term Evaluation.
Proceedings of the Information Retrieval Evaluation in a Changing World, 2019

2018
Wired Network Distributed Diagnosis and Sensors Communications by Multi-carrier Time Domain Reflectometry.
Proceedings of the Intelligent Systems and Applications, 2018

Overview of LifeCLEF 2018: A Large-Scale Evaluation of Species Identification and Recommendation Algorithms in the Era of AI.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2018

Overview of ExpertLifeCLEF 2018: how far Automated Identification Systems are from the Best Experts?
Proceedings of the Working Notes of CLEF 2018, 2018

Overview of GeoLifeCLEF 2018: Location-based Species Recommendation.
Proceedings of the Working Notes of CLEF 2018, 2018

Introduction.
Proceedings of the Multimedia Tools and Applications for Environmental & Biodiversity Informatics, 2018

Automated Identification of Herbarium Specimens at Different Taxonomic Levels.
Proceedings of the Multimedia Tools and Applications for Environmental & Biodiversity Informatics, 2018

A Deep Learning Approach to Species Distribution Modelling.
Proceedings of the Multimedia Tools and Applications for Environmental & Biodiversity Informatics, 2018

Plant Identification: Experts vs. Machines in the Era of Deep Learning - Deep Learning Techniques Challenge Flora Experts.
Proceedings of the Multimedia Tools and Applications for Environmental & Biodiversity Informatics, 2018

2017
Pl@ntNet - My Business.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Pl@ntNet app in the era of deep learning.
Proceedings of the 5th International Conference on Learning Representations, 2017

Plant Classification Based on Gated Recurrent Unit.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2017

LifeCLEF 2017 Lab Overview: Multimedia Species Identification Challenges.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2017

Plant Identification Based on Noisy Web Data: the Amazing Performance of Deep Learning (LifeCLEF 2017).
Proceedings of the Working Notes of CLEF 2017, 2017

2016
Categorizing plant images at the variety level: Did you say fine-grained?
Pattern Recognit. Lett., 2016

Plant identification: man vs. machine - LifeCLEF 2014 plant identification challenge.
Multim. Tools Appl., 2016

A look inside the Pl@ntNet experience - The good, the bias and the hope.
Multim. Syst., 2016

Crowdsourcing Biodiversity Monitoring: How Sharing your Photo Stream can Sustain our Planet.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

LifeCLEF 2016: Multimedia Life Species Identification Challenges.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2016

Plant Identification in an Open-world (LifeCLEF 2016).
Proceedings of the Working Notes of CLEF 2016, 2016

2015
Time-dependent current source identification for numerical simulations of Maxwell's equations.
J. Comput. Phys., 2015

LifeCLEF 2015: Multimedia Life Species Identification Challenges.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2015

LifeCLEF Plant Identification Task 2015.
Proceedings of the Working Notes of CLEF 2015, 2015

2014
Interactive plant identification based on social image data.
Ecol. Informatics, 2014

Electrical stochastic modeling of cell for bio-electromagnetic compatibility applications.
Ann. des Télécommunications, 2014

Transient statistics from the lightning strike current flowing along grounding electrode.
Proceedings of the 22nd International Conference on Software, 2014

Are Species Identification Tools Biodiversity-friendly?
Proceedings of the 3rd ACM International Workshop on Multimedia Analysis for Ecological Data, 2014

Fine-grained Visual Faceted Search.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

LifeCLEF: Multimedia life species identification.
Proceedings of the 1st International Workshop on Environnmental Multimedia Retrieval co-located with ACM International Conference on Multimedia Retrieval, 2014

Pl@ntNet Mobile 2014: Android port and new features.
Proceedings of the International Conference on Multimedia Retrieval, 2014

LifeCLEF 2014: Multimedia Life Species Identification Challenges.
Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Interaction, 2014

2013
The imageCLEF plant identification task 2013.
Proceedings of the 2nd ACM international workshop on Multimedia analysis for ecological data, 2013


The ImageCLEF 2013 Plant Identification Task.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013

ImageCLEF 2013: The Vision, the Data and the Open Challenges.
Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Visualization, 2013

2012
Source identification in time domain electromagnetics.
J. Comput. Phys., 2012

Multi-organ plant identification.
Proceedings of the 1st ACM international workshop on Multimedia analysis for ecological data, 2012

The ImageCLEF 2012 Plant Identification Task.
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

2011
Visual-based plant species identification from crowdsourced data.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Participation of INRIA & Pl@ntNet to ImageCLEF 2011 Plant Images Classification Task.
Proceedings of the CLEF 2011 Labs and Workshop, 2011

The CLEF 2011 Plant Images Classification Task.
Proceedings of the CLEF 2011 Labs and Workshop, 2011

2004
A similarity-based adaptive neighborhood method for correlation-based stereo matching.
Proceedings of the 2004 International Conference on Image Processing, 2004


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