A. Joly

发表

Overview of LifeCLEF 2021: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction

Hervé Glotin, Stefan Kahl, Henning Müller, 2021, CLEF.

Random maximum margin hashing

Olivier Buisson, Alexis Joly, Olivier Buisson, 2011, CVPR 2011.

Deep Species Distribution Modeling From Sentinel-2 Image Time-Series: A Global Scale Analysis on the Orchid Family

Maximilien Servajean, P. Bonnet, Alexis Joly, 2022, Frontiers in Plant Science.

A Deep Learning Approach to Species Distribution Modelling

Pierre Bonnet, Christophe Botella, Alexis Joly, 2018, Multimedia Tools and Applications for Environmental & Biodiversity Informatics.

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

Stefan Kahl, Hervé Goëau, Hervé Glotin, 2020, CLEF.

Dynamic Species Distribution Modeling Reveals the Pivotal Role of Human-Mediated Long-Distance Dispersal in Plant Invasion

D. Richardson, P. Bonnet, Alexis Joly, 2022, Biology.

New local descriptors based on dissociated dipoles

Alexis Joly, A. Joly, 2007, CIVR '07.

Multimedia Tools and Applications for Environmental & Biodiversity Informatics

Ari Karppinen, Stefanos Vrochidis, Pierre Bonnet, 2018, Multimedia Systems and Applications.

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

Titouan Lorieul, P. Bonnet, P. Heuret, 2022, Plants.

Conditional Multi-Task learning for Plant Disease Identification

Alexis Joly, Hervé Goëau, Pierre Bonnet, 2021, 2020 25th International Conference on Pattern Recognition (ICPR).

Pl@ntNet mobile app

Nozha Boujemaa, Pierre Bonnet, Alexis Joly, 2013, ACM Multimedia.

Going deeper in the automated identification of Herbarium specimens

P. Bonnet, Alexis Joly, Jose Carranza-Rojas, 2017, BMC Evolutionary Biology.

Very High Resolution Species Distribution Modeling Based on Remote Sensing Imagery: How to Capture Fine-Grained and Large-Scale Vegetation Ecology With Convolutional Neural Networks?

Maximilien Servajean, P. Bonnet, Alexis Joly, 2022, Frontiers in Plant Science.

Identifying gaps in the photographic record of the vascular plant flora of the Americas

Jason H. Best, Edward E. Gilbert, Melissa C. Tulig, 2021, Nature Plants.

A look inside the Pl@ntNet experience

Hervé Goëau, Julien Champ, Pierre Bonnet, 2015, Multimedia Systems.

A two-head loss function for deep Average-K classification

J. Salmon, Maximilien Servajean, Camille Garcin, 2023, ArXiv.

Pl@ntNet-300K: a plant image dataset with high label ambiguity and a long-tailed distribution

J. Salmon, Maximilien Servajean, Titouan Lorieul, 2021, NeurIPS Datasets and Benchmarks.

Pl@ntNet-300K: a new plant image dataset for the evaluation of set-valued classifiers

J. Salmon, Maximilien Servajean, P. Bonnet, 2021 .

Overview of LifeCLEF 2020: A System-Oriented Evaluation of Automated Species Identification and Species Distribution Prediction

Stefan Kahl, Henning Müller, Christophe Botella, 2020, CLEF.

Categorizing plant images at the variety level: Did you say fine-grained?

Pierre Bonnet, Alexis Joly, Julien Champ, 2016, Pattern Recognit. Lett..

New perspectives on plant disease characterization based on deep learning

Hervé Goëau, Pierre Bonnet, Sue Han Lee, 2020, Comput. Electron. Agric..

Interactive plant identification based on social image data

Itheri Yahiaoui, Hervé Goëau, Nozha Boujemaa, 2014, Ecol. Informatics.

Attention-Based Recurrent Neural Network for Plant Disease Classification

Hervé Goëau, Pierre Bonnet, Sue Han Lee, 2020, Frontiers in Plant Science.

Overview of BirdCLEF 2019: Large-Scale Bird Recognition in Soundscapes

Hervé Glotin, Stefan Kahl, Alexis Joly, 2019, CLEF.

Pl@ntNet-300K image dataset

Maximilien Servajean, Alexis Joly, Joseph Salmon, 2021 .

Video copy detection: a comparative study

Li Chen, Fred Stentiford, Olivier Buisson, 2007, CIVR '07.

Stochastic smoothing of the top-K calibrated hinge loss for deep imbalanced classification

J. Salmon, Maximilien Servajean, Alexis Joly, 2022, ICML.

Improve learning combining crowdsourced labels by weighting Areas Under the Margin

J. Salmon, B. Charlier, Alexis Joly, 2022, ArXiv.

Identify ambiguous tasks combining crowdsourced labels by weighting Areas Under the Margin

J. Salmon, B. Charlier, Tanguy Lefort, 2022, 2209.15380.

Robust Content-Based Video Copy Identification in a Large Reference Database

Olivier Buisson, Alexis Joly, Carl Frélicot, 2003, CIVR.

Convolutional neural networks improve species distribution modelling by capturing the spatial structure of the environment

Maximilien Servajean, P. Bonnet, F. Munoz, 2021, PLoS Comput. Biol..

New Results - Automatic annotation and learning

Nicu Sebe, Petia Radeva, Henri Maitre, 2007 .

Beyond the collection of data in citizen science projects. Opening the field of data analysis and interpretation to citizens.

P. Monestiez, P. Bonnet, I. Chuine, 2018 .

Pl@ntNet app in the era of deep learning

Jean-Christophe Lombardo, Pierre Bonnet, Alexis Joly, 2017, ICLR.

Species distribution modeling based on the automated identification of citizen observations

P. Monestiez, P. Bonnet, Alexis Joly, 2018, Applications in plant sciences.

Crowdsourcing Biodiversity Monitoring: How Sharing your Photo Stream can Sustain our Planet

Henning Müller, Hervé Goëau, Julien Champ, 2016, ACM Multimedia.

Inria IMEDIA2's Participation at ImageCLEF 2012 Plant Identification Task

Anne Verroust-Blondet, Alexis Joly, Itheri Yahiaoui, 2012, CLEF.

The CLEF 2011 Plant Images Classification Task

Nozha Boujemaa, Pierre Bonnet, Alexis Joly, 2011, CLEF.

Customized e-floras: How to develop your own project on the Pl@ntNet platform

Titouan Lorieul, P. Bonnet, Alexis Joly, 2021, Biodiversity Information Science and Standards.

Overview of LifeCLEF 2019: Identification of Amazonian Plants, South & North American Birds, and Niche Prediction

Stefan Kahl, Henning Müller, Christophe Botella, 2019, CLEF.

Plant Identification Based on Noisy Web Data: the Amazing Performance of Deep Learning (LifeCLEF 2017)

Pierre Bonnet, Alexis Joly, Hervé Goëau, 2017, CLEF.

Plant identification: man vs. machine

N. Boujemaa, D. Barthélémy, J. Champ, 2016, Multimedia Tools and Applications.

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

J. Champ, P. Bonnet, Alexis Joly, 2020, Applications in plant sciences.

Toward a large‐scale and deep phenological stage annotation of herbarium specimens: Case studies from temperate, tropical, and equatorial floras

Elizabeth R. Ellwood, J. Sachs, P. Soltis, 2019, Applications in plant sciences.

Content-Based Copy Retrieval Using Distortion-Based Probabilistic Similarity Search

Olivier Buisson, Alexis Joly, Carl Frélicot, 2007, IEEE Transactions on Multimedia.

Olivier Buisson, Alexis Joly, Carl Frélicot, 2005, 21st International Conference on Data Engineering Workshops (ICDEW'05).

AI Naturalists Might Hold the Key to Unlocking Biodiversity Data in Social Media Imagery

Tom A. August, P. Bonnet, Alexis Joly, 2020, Patterns.

A New Method for Counting Reproductive Structures in Digitized Herbarium Specimens Using Mask R-CNN

Daniel S. Park, A. Ellison, J. Champ, 2020, bioRxiv.

A new fine‐grained method for automated visual analysis of herbarium specimens: A case study for phenological data extraction

J. Champ, P. Bonnet, Alexis Joly, 2020, Applications in plant sciences.

Participation of INRIA & Pl@ntNet to ImageCLEF 2011 Plant Images Classification Task

Pierre Bonnet, Alexis Joly, Itheri Yahiaoui, 2011, CLEF.

Jointly estimating spatial sampling effort and habitat suitability for multiple species from opportunistic presence‐only data

P. Monestiez, P. Bonnet, F. Munoz, 2021, Methods in Ecology and Evolution.

Plant Identification in an Open-world (LifeCLEF 2016)

Pierre Bonnet, Alexis Joly, Hervé Goëau, 2016, CLEF.

Multi-organ plant identification

Nozha Boujemaa, Pierre Bonnet, Alexis Joly, 2012, MAED '12.

Plant Classification Based on Gated Recurrent Unit

Chee Seng Chan, Pierre Bonnet, Alexis Joly, 2018, CLEF.

Overview of LifeCLEF Plant Identification Task 2019: diving into Data Deficient Tropical Countries

Pierre Bonnet, Alexis Joly, Hervé Goëau, 2019, CLEF.

Automated Identification of Herbarium Specimens at Different Taxonomic Levels

Hervé Goëau, Pierre Bonnet, Alexis Joly, 2018, Multimedia Tools and Applications for Environmental & Biodiversity Informatics.

LifeCLEF Plant Identification Task 2014

Alexis Joly, Hervé Goëau, Pierre Bonnet, 2014, CLEF.

The imageCLEF plant identification task 2013

Nozha Boujemaa, Pierre Bonnet, Alexis Joly, 2013, MAED '13.

The ImageCLEF 2012 Plant Identification Task

Nozha Boujemaa, Pierre Bonnet, Alexis Joly, 2012, CLEF.

Overview of PlantCLEF 2021: cross-domain plant identification

Alexis Joly, Hervé Goëau, Pierre Bonnet, 2021, CLEF.

How Networks of Citizen Observatories Can Increase the Quality and Quantity of Citizen-Science-Generated Data Used to Monitor SDG Indicators

P. Bonnet, Luigi Ceccaroni, M. Daskolia, 2022, Sustainability.

Classification Under Ambiguity: When Is Average-K Better Than Top-K? pdf

Alexis Joly, Titouan Lorieul, Dennis Shasha, 2021, ArXiv.

ImageCLEF 2013: The Vision, the Data and the Open Challenges

Miguel Cazorla, Henning Müller, Bart Thomee, 2013, CLEF.

Bias in presence-only niche models related to sampling effort and species niches: Lessons for background point selection

P. Monestiez, P. Bonnet, Alexis Joly, 2020, PloS one.

Evaluation of Deep Species Distribution Models Using Environment and Co-occurrences pdf

Christophe Botella, Maximilien Servajean, Alexis Joly, 2019, CLEF.

How citizen scientists contribute to monitor protected areas thanks to automatic plant identification tools

Maximilien Servajean, P. Bonnet, Alexis Joly, 2020, Ecological Solutions and Evidence.

How does the degree of novelty impacts semi-supervised representation learning for novel class retrieval?

Alexis Joly, Olivier Buisson, Q. Leroy, 2022, ArXiv.

Logo retrieval with a contrario visual query expansion

Olivier Buisson, Alexis Joly, Alexis Joly, 2009, ACM Multimedia.

Optimal checkpointing for heterogeneous chains: how to train deep neural networks with limited memory pdf

Olivier Beaumont, Lionel Eyraud-Dubois, Julien Herrmann, 2019, ArXiv.

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

P. Bonnet, H. Goëau, A. Joly, 2022, CLEF.

Distributed KNN-graph approximation via hashing

Nozha Boujemaa, Alexis Joly, Mohamed Riadh Trad, 2012, ICMR.

Overview of LifeCLEF 2018: A Large-Scale Evaluation of Species Identification and Recommendation Algorithms in the Era of AI

Hervé Glotin, Henning Müller, Pierre Bonnet, 2018, CLEF.

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

H. Glotin, R. Planqué, H. Klinck, 2022, Conference and Labs of the Evaluation Forum.

Overview of BirdCLEF 2018: Monospecies vs. Sundscape Bird Identification

Hervé Glotin, Stefan Kahl, Alexis Joly, 2018, CLEF.

A Comparative Study of Fine-grained Classification Methods in the Context of the LifeCLEF Plant Identification Challenge 2015

Maximilien Servajean, Alexis Joly, Julien Champ, 2015, CLEF.

Inria's Participation at ImageCLEF 2013 Plant Identification Task

Anne Verroust-Blondet, Itheri Yahiaoui, Hervé Goëau, 2013, CLEF.

Biodiversity Information Retrieval Through Large Scale Content-Based Identification: A Long-Term Evaluation

Simone Palazzo, Concetto Spampinato, Jean-Christophe Lombardo, 2019, Information Retrieval Evaluation in a Changing World.

VITALAS at TRECVID-2009

Alex Rodriguez, Christos Diou, Anastasios Delopoulos, 2009, TRECVID.

Machine Learning Using Digitized Herbarium Specimens to Advance Phenological Research

Alexis Joly, Hervé Goëau, Laura Brenskelle, 2020, Bioscience.

Shared Nearest Neighbors Match Kernel for Bird Songs Identification - LifeCLEF 2015 Challenge

Olivier Buisson, Alexis Joly, Julien Champ, 2015, CLEF.

Kernelizing Spatially Consistent Visual Matches for Fine-Grained Classification

Olivier Buisson, Patrick Valduriez, Alexis Joly, 2015, ICMR.

Large-scale Content-based Visual Information Retrieval

Alexis Joly, A. Joly, 2015 .

Fine-grained Visual Faceted Search

Pierre Bonnet, Alexis Joly, Julien Champ, 2014, ACM Multimedia.

Recognizing Thousands of Legal Entities through Instance-based Visual Classification

Olivier Buisson, Patrick Valduriez, Alexis Joly, 2014, ACM Multimedia.

Scalable Mining of Small Visual Objects (with new experiments)

Olivier Buisson, Alexis Joly, Pierre Letessier, 2013 .

Large Scale KNN-Graph Approximation

Nozha Boujemaa, Alexis Joly, Mohamed Riadh Trad, 2012, 2012 IEEE 12th International Conference on Data Mining Workshops.

Scalable mining of small visual objects

Olivier Buisson, Alexis Joly, Pierre Letessier, 2012, ACM Multimedia.

Consistent visual words mining with adaptive sampling

Olivier Buisson, Alexis Joly, Pierre Letessier, 2011, ICMR.

Random MaximumMargin Hashing Alexis Joly

Alexis Joly, Olivier Buisson, A. Joly, 2015 .

Overview of GeoLifeCLEF 2022: Predicting Species Presence from Multi-modal Remote Sensing, Bioclimatic and Pedologic Data

Maximilien Servajean, Titouan Lorieul, P. Bonnet, 2022, CLEF.

Predicting species distributions in the open oceans with convolutional neural networks

Titouan Lorieul, T. Rouyer, Gaétan Morand, 2023, bioRxiv.

Non-parametric Bayesian annotator combination

Maximilien Servajean, Alexis Joly, Romain Chailan, 2018, Inf. Sci..

The GeoLifeCLEF 2023 Dataset to evaluate plant species distribution models at high spatial resolution across Europe

Maximilien Servajean, P. Bonnet, Christophe Botella, 2023, 2308.05121.

LifeCLEF 2022 Teaser: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction

H. Glotin, Maximilien Servajean, Titouan Lorieul, 2022, ECIR.

Jointly estimating spatial sampling effort and habitat suitability for multiple species from opportunistic presence-only data

P. Bonnet, Christophe Botella, Pascal, 2023 .

Life Science Workflow Services (LifeSWS): motivations and architecture

Eduardo S. Ogasawara, Daniel de Oliveira, Esther Pacitti, 2023 .

Discriminant local features selection using efficient density estimation in a large database

Olivier Buisson, Alexis Joly, Olivier Buisson, 2005, MIR '05.

Pl@ntNet - My Business

Jean-Christophe Lombardo, Pierre Bonnet, Alexis Joly, 2017, ACM Multimedia.

Crowdsourcing Thousands of Specialized Labels: A Bayesian Active Training Approach

Dennis Shasha, Esther Pacitti, Maximilien Servajean, 2017, IEEE Transactions on Multimedia.

Reproducible Performance Optimization of Complex Applications on the Edge-to-Cloud Continuum

Patrick Valduriez, Jean-Christophe Lombardo, Gabriel Antoniu, 2021, 2021 IEEE International Conference on Cluster Computing (CLUSTER).

BLasso for object categorization and retrieval: Towards interpretable visual models

Nozha Boujemaa, Ahmed Rebai, Alexis Joly, 2012, Pattern Recognit..

Interpretable visual models for human perception-based object retrieval

Nozha Boujemaa, Ahmed Rebai, Alexis Joly, 2011, ICMR.

Overview of GeoLifeCLEF 2022: Predicting Species Presence from Multi-modal Remote Sensing, Bioclimatic and Pedologic Data

Maximilien Servajean, Titouan Lorieul, P. Bonnet, 2022, CLEF.

Interpretability based interest points detection

Nozha Boujemaa, Ahmed Rebai, Alexis Joly, 2007, CIVR '07.

Constant tangential angle elected interest points

Nozha Boujemaa, Ahmed Rebai, Alexis Joly, 2006, MIR '06.

The GeoLifeCLEF 2020 Dataset pdf

Christophe Botella, Maximilien Servajean, Dan Morris, 2020, ArXiv.

Overview of LifeCLEF 2022: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction

Maximilien Servajean, Titouan Lorieul, P. Bonnet, 2022, CLEF.

Overview of GeoLifeCLEF 2021: Predicting species distribution from 2 million remote sensing images

Maximilien Servajean, Alexis Joly, Pierre Bonnet, 2021, CLEF.

How Do Deep Convolutional SDM Trained on Satellite Images Unravel Vegetation Ecology?

Maximilien Servajean, P. Bonnet, F. Munoz, 2020, ICPR Workshops.

Overview of LifeCLEF Location-based Species Prediction Task 2020 (GeoLifeCLEF)

Maximilien Servajean, Titouan Lorieul, P. Bonnet, 2020, CLEF.

Visual-based plant species identification from crowdsourced data

Nozha Boujemaa, Pierre Bonnet, Alexis Joly, 2011, ACM Multimedia.

The ImageCLEF 2011 plant images classification task

Nozha Boujemaa, Pierre Bonnet, Alexis Joly, 2011 .

Overview of LifeCLEF 2023: Evaluation of AI Models for the Identification and Prediction of Birds, Plants, Snakes and Fungi

H. Glotin, Maximilien Servajean, P. Bonnet, 2023, CLEF.

Instance segmentation for automated weeds and crops detection in farmlands Segmentación de instancias para detección automática de malezas y cultivos en campos de cultivo

P. Bonnet, Erick Mata-Montero, H. Goëau, 2020 .

Content-based video copy detection in large databases: a local fingerprints statistical similarity search approach

Olivier Buisson, Alexis Joly, Carl Frélicot, 2005, IEEE International Conference on Image Processing 2005.

Large scale visual-based event matching

Nozha Boujemaa, Alexis Joly, Mohamed Riadh Trad, 2011, ICMR.