Alexis Joly

发表

Overview of GeoLifeCLEF 2019: Plant Species Prediction using Environment and Animal Occurrences

Pierre Bonnet, Christophe Botella, Maximilien Servajean, 2019, CLEF.

Scalable mining of small visual objects

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

Visual-based transmedia events detection

Olivier Buisson, Nicolas Hervé, Alexis Joly, 2012, ACM Multimedia.

Instance-based Bird Species Identification with Undiscriminant Features Pruning

Olivier Buisson, Alexis Joly, Julien Champ, 2014, CLEF.

Are Species Identification Tools Biodiversity-friendly?

Hervé Glotin, Robert B. Fisher, Concetto Spampinato, 2014, MAED '14.

Plant Identification in an Open-world (LifeCLEF 2016)

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

Plant identification: man vs. machine

Nozha Boujemaa, Pierre Bonnet, Alexis Joly, 2015, Multimedia Tools and Applications.

LifeCLEF 2016: Multimedia Life Species Identification Challenges

Hervé Glotin, Simone Palazzo, Concetto Spampinato, 2016, CLEF.

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.

Scientific Foundations - Pattern recognition and statistical learning

Nicolas Hervé, Donald Geman, Nozha Boujemaa, 2006 .

Multi-organ plant identification

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

Recognizing Thousands of Legal Entities through Instance-based Visual Classification

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

Software and Platforms - SnoopIm

Alexis Joly, Pierre Letessier, Julien Champ, 2013 .

Automated Herbarium Specimen Identification using Deep Learning

Alexis Joly, Hervé Goëau, Pierre Bonnet, 2017 .

Software - PMH Library

Olivier Buisson, Alexis Joly, 2009 .

Non-parametric Bayesian annotator combination

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

Overview of ExpertLifeCLEF 2018: how far Automated Identification Systems are from the Best Experts?

Pierre Bonnet, Alexis Joly, Hervé Goëau, 2018, CLEF.

Consistent visual words mining with adaptive sampling

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

Feature statistical retrieval applied to content based copy identification

Olivier Buisson, Alexis Joly, Carl Frélicot, 2004, 2004 International Conference on Image Processing, 2004. ICIP '04..

Pl@ntNet's participation at LifeCLEF 2014 plant identifiation task

Nozha Boujemaa, Anne Verroust-Blondet, Pierre Bonnet, 2014 .

CHORUS Deliverable 2.2: Second report - identification of multi-disciplinary key issues for gap analysis toward EU multimedia search engines roadmap

Nicu Sebe, Yiannis Kompatsiaris, Joachim Köhler, 2008 .

ThePlantGame: Actively Training Human Annotators for Domain-specific Crowdsourcing

Dennis Shasha, Esther Pacitti, Maximilien Servajean, 2016, ACM Multimedia.

Random maximum margin hashing

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

New local descriptors based on dissociated dipoles

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

Software and Platforms - Pl@ntNet-DataManager

Alexis Joly, Mathias Chouet, 2013 .

Proceedings of the 3rd ACM International Workshop on Multimedia Analysis for Ecological Data (MAED 2014)

Concetto Spampinato, Henning Müller, Andreas Rauber, 2014 .

LifeCLEF 2019: Biodiversity Identification and Prediction Challenges

Hervé Glotin, Marion Poupard, Stefan Kahl, 2019, ECIR.

LifeCLEF Plant Identification Task 2014

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

New Results - Interactive search and personalisation

Nozha Boujemaa, Michel Crucianu, Alexis Joly, 2011 .

LifeCLEF: Multimedia life species identification

Hervé Glotin, Robert B. Fisher, Concetto Spampinato, 2014, EMR@ICMR.

VITALAS at TRECVID-2009

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

BLasso for object categorization and retrieval: Towards interpretable visual models

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

Location-based Species Recommendation using Co-occurrences and Environment- GeoLifeCLEF 2018 Challenge

Christophe Botella, Maximilien Servajean, Alexis Joly, 2018, CLEF.

Distributed KNN-graph approximation via hashing

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

Object-based visual query suggestion

Olivier Buisson, Nozha Boujemaa, Alexis Joly, 2012, Multimedia Tools and Applications.

Large-scale Content-based Visual Information Retrieval

Alexis Joly, A. Joly, 2015 .

Overview of GeoLifeCLEF 2018: Location-based Species Recommendation

Pierre Bonnet, Christophe Botella, Alexis Joly, 2018, CLEF.

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

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

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

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

Visual-based plant species identification from crowdsourced data

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

New Results - Software

Nicolas Hervé, Marin Ferecatu, Jean-Paul Chièze, 2006 .

Inria IMEDIA2's Participation at ImageCLEF 2012 Plant Identification Task

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

Logo retrieval with a contrario visual query expansion

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

Large Scale KNN-Graph Approximation

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

Spatially Localized Visual Dictionary Learning

Olivier Buisson, Patrick Valduriez, Alexis Joly, 2016, ICMR.

Unsupervised Individual Whales Identification: Spot the Difference in the Ocean

Jean-Christophe Lombardo, Alexis Joly, Julien Champ, 2016, CLEF.

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

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

Multi-source RSC model for multiple search result clustering

Nozha Boujemaa, Alexis Joly, Amel Hamzaoui, 2010, 11th International Workshop on Image Analysis for Multimedia Interactive Services WIAMIS 10.

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

Small objects query suggestion in a large web-image collection

Olivier Buisson, Nicolas Hervé, Alexis Joly, 2013, MM '13.

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

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

Scalable Mining of Small Visual Objects (with new experiments)

Olivier Buisson, Alexis Joly, Pierre Letessier, 2013 .

Pl@ntNet - My Business

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

DigInPix: Visual Named-Entities Identification in Images and Videos

Olivier Buisson, Nicolas Hervé, Alexis Joly, 2015, ICMR.

Pl@ntNet mobile app

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

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

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

Adversarial autoencoders for novelty detection

Alexis Joly, Valentin Leveau, 2017 .

New Results - Scalable Data Analysis

Patrick Valduriez, Esther Pacitti, Florent Masseglia, 2011 .

Location-Based Plant Species Prediction Using A CNN Model Trained On Several Kingdoms - Best Method Of GeoLifeCLEF 2019 Challenge

Maximilien Servajean, Alexis Joly, Benjamin Deneu, 2019, CLEF.

Floristic participation at LifeCLEF 2016 Plant Identification Task

Alexis Joly, Hervé Goëau, Julien Champ, 2016, CLEF.

Multimedia Tools and Applications for Environmental & Biodiversity Informatics

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

The imageCLEF plant identification task 2013

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

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

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

The CLEF 2011 Plant Images Classification Task

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

Interpretability based interest points detection

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

Overview of BirdCLEF 2018: Monospecies vs. Sundscape Bird Identification

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

Fine-grained Visual Faceted Search

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

The ImageCLEF 2012 Plant Identification Task

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

LifeCLEF 2020 Teaser: Biodiversity Identification and Prediction Challenges

Hervé Glotin, Stefan Kahl, Henning Müller, 2020, ECIR.

The Pl@ntnet project: plant computational identification and collaborative information system

Nozha Boujemaa, Daniel Mathieu, Alexis Joly, 2011 .

LifeCLEF 2017 Lab Overview: Multimedia Species Identification Challenges

Hervé Glotin, Simone Palazzo, Concetto Spampinato, 2017, CLEF.

OTMedia: the French TransMedia news observatory

Olivier Buisson, Nicolas Hervé, Alexis Joly, 2013, MM '13.

A posteriori multi-probe locality sensitive hashing

Olivier Buisson, Alexis Joly, 2008, ACM Multimedia.

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

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

Large scale visual-based event matching

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

Plant Classification Based on Gated Recurrent Unit

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

Kernelizing Spatially Consistent Visual Matches for Fine-Grained Classification

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

Crowdsourcing Thousands of Specialized Labels: A Bayesian Active Training Approach

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

A Deep Learning Approach to Species Distribution Modelling

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

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.

Pl@ntNet app in the era of deep learning

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

Constant tangential angle elected interest points

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

Plant Identification: Experts vs. Machines in the Era of Deep Learning - Deep Learning Techniques Challenge Flora Experts

Siang Thye Hang, Pierre Bonnet, Alexis Joly, 2018, Multimedia Tools and Applications for Environmental & Biodiversity Informatics.

Software - IKONA/MAESTRO Software

Nicolas Hervé, Marin Ferecatu, Nozha Boujemaa, 2006 .

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.

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

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

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

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

LifeCLEF 2014: Multimedia Life Species Identification Challenges

Hervé Glotin, Robert B. Fisher, Concetto Spampinato, 2014, CLEF.

PlantNet Participation at LifeCLEF2014 Plant Identification Task

Alexis Joly, Itheri Yahiaoui, Hervé Goëau, 2014, CLEF.

Deep learning for plant identification: how the web can compete with human experts

Siang Thye Hang, Pierre Bonnet, Alexis Joly, 2018 .

Guest Editorial: Environmental Multimedia Retrieval

Ari Karppinen, Stefanos Vrochidis, Alexis Joly, 2016, Multimedia Tools and Applications.

New Results - Cross-modal indexing and retrieval

Nicolas Hervé, Marin Ferecatu, Nozha Boujemaa, 2006 .

Multi-source shared nearest neighbours for multi-modal image clustering

Nozha Boujemaa, Alexis Joly, Amel Hamzaoui, 2010, Multimedia Tools and Applications.

LifeCLEF Bird Identification Task 2016: The arrival of Deep learning

Hervé Glotin, Alexis Joly, Hervé Goëau, 2016, CLEF.

Interpretable visual models for human perception-based object retrieval

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

Instance-based bird species identication with undiscriminant features pruning - LifeCLEF 2014

Olivier Buisson, Alexis Joly, Julien Champ, 2014 .

The ImageCLEF 2011 plant images classification task

Nozha Boujemaa, Pierre Bonnet, Alexis Joly, 2011 .

Proceedings of the 1st International Workshop on Environnmental Multimedia Retrieval co-located with ACM International Conference on Multimedia Retrieval

Ari Karppinen, Stefanos Vrochidis, Alexis Joly, 2014 .

Plant leaves morphological categorization with shared nearest neighbours clustering

Alexis Joly, Hervé Goëau, Amel Hamzaoui, 2012, MAED '12.

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

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

Conditional Multi-Task learning for Plant Disease Identification

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

Overview of BirdCLEF 2021: Bird call identification in soundscape recordings

Hervé Glotin, Stefan Kahl, Alexis Joly, 2021, CLEF.

Overview of PlantCLEF 2021: cross-domain plant identification

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

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

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

LifeCLEF 2021 Teaser: Biodiversity Identification and Prediction Challenges

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

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).

Pl@ntNet-300K image dataset

Maximilien Servajean, Alexis Joly, Joseph Salmon, 2021 .

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

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

Hyperspherical embedding for novel class classification pdf

Fabio Porto, Patrick Valduriez, Alexis Joly, 2021, ArXiv.

Are multimedia identification tools biodiversity-friendly ?

Hervé Glotin, Robert B. Fisher, Henning Müller, 2014 .

Machine Learning Using Digitized Herbarium Specimens to Advance Phenological Research

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