Computer scientist

Titouan Lorieul, Katelin Pearson, Elizabeth Ellwood, Hervé Goëau, Jean‐francois Molino, et al.. Toward a large-scale and deep phenological stage annotation of herbarium specimens: Case studies from temperate, tropical, and equatorial floras. Applications in Plant Sciences, Wiley, 2019, 7 (3), pp.e01233. ⟨10.1002/aps3.1233⟩. ⟨hal-02137748⟩

Sylvie Blangy, Valentin Lhoste, Céline Arnal, Juliette Carré, Anaïs Chapot, et al.. Au-delà de la collecte des données dans les projets de sciences citoyennes : ouvrir le champ de l’analyse et de l’interprétation des données aux citoyens.. Technologie et innovation, ISTE OpenScience, 2018, 18- 3 (Innovations citoyennes), ⟨10.21494/ISTE.OP.2018.0289⟩. ⟨hal-01824900⟩

Maximilien Servajean, Romain Chailan, Alexis Joly. Non-parametric Bayesian annotator combination. Information Sciences, Elsevier, 2018, 436-437, pp.131-145. ⟨10.1016/j.ins.2018.01.020⟩. ⟨lirmm-01703020⟩

Christophe Botella, Alexis Joly, Pierre Bonnet, Pascal Monestiez, François Munoz. Species distribution modeling based on the automated identification of citizen observations. Applications in Plant Sciences, Wiley, 2018, Green Digitization: Online Botanical Collections Data Answering Real‐World Questions, 6 (2), pp.1-11. ⟨10.1002/aps3.1029⟩. ⟨hal-01739481⟩

Jose Carranza-Rojas, Herve Goeau, Pierre Bonnet, Erick Mata-Montero, Alexis Joly. Going deeper in the automated identification of Herbarium specimens. BMC Evolutionary Biology, BioMed Central, 2017, 17 (1), pp.181. ⟨10.1186/s12862-017-1014-z⟩. ⟨hal-01580070⟩

Maximilien Servajean, Alexis Joly, Dennis Shasha, Julien Champ, Esther Pacitti. Crowdsourcing Thousands of Specialized Labels: A Bayesian Active Training Approach. IEEE Transactions on Multimedia, Institute of Electrical and Electronics Engineers, 2017, 19 (6), pp.1376-1391. ⟨10.1109/TMM.2017.2653763⟩. ⟨hal-01629149⟩

Stefanos Vrochidis, Kostas D. Karatzas, Ari Karppinen, Alexis Joly. Guest Editorial: Environmental Multimedia Retrieval. Multimedia Tools and Applications, Springer Verlag, 2016, 75 (3), pp.1557-1562. ⟨10.1007/s11042-016-3256-y⟩. ⟨hal-01373782⟩

Pierre Bonnet, Alexis Joly, Hervé Goëau, Julien Champ, Christel Vignau, et al.. Plant identification: Man vs. Machine. Multimedia Tools and Applications, Springer Verlag, 2016, LifeCLEF 2014 plant identification challenge, 75 (3), pp.1647-1665. ⟨10.1007/s11042-015-2607-4⟩. ⟨hal-01182778⟩

Alexis Joly, Pierre Bonnet, Hervé Goëau, Julien Barbe, Souheil Selmi, et al.. A look inside the Pl@ntNet experience. Multimedia Systems, Springer Verlag, 2016, 22 (6), pp.751-766. ⟨10.1007/s00530-015-0462-9⟩. ⟨hal-01182775⟩

Julien Champ, Titouan Lorieul, Pierre Bonnet, Najate Maghnaoui, Christophe Sereno, et al.. Categorizing plant images at the variety level: Did you say fine-grained?. Pattern Recognition Letters, Elsevier, 2016, 81, pp.71-79. ⟨10.1016/j.patrec.2016.05.022⟩. ⟨lirmm-01348914⟩

Alexis Joly, Pierre Bonnet, Hervé Goëau. Pl@ntNet, un réseau et des outils pour une recherche participative. Interstices, INRIA, 2014, ⟨https://interstices.info/jcms/ni_75109/pl-ntnet-un-reseau-et-des-outils-pour-une-recherche-participative⟩. ⟨hal-01350266⟩

Amel Hamzaoui, Pierre Letessier, Alexis Joly, Olivier Buisson, Nozha Boujemaa. Object-based visual query suggestion. Multimedia Tools and Applications, Springer Verlag, 2014, Multimedia Tools and Applications, 68 (2), pp.429-454. ⟨10.1007/s11042-012-1340-5⟩. ⟨hal-00806635⟩

Alexis Joly, Hervé Goëau, Pierre Bonnet, Vera Bakić, Julien Barbe, et al.. Interactive plant identification based on social image data. Ecological Informatics, Elsevier, 2014, 23, pp.22-34. ⟨10.1016/j.ecoinf.2013.07.006⟩. ⟨hal-00908872v2⟩

Ahmed Rebai, Alexis Joly, Nozha Boujemaa. BLasso for object categorization and retrieval: Towards interpretable visual models. Pattern Recognition, Elsevier, 2012, 45 (6), pp.2377-2389. ⟨http://www.sciencedirect.com/science/article/pii/S0031320311004766⟩. ⟨10.1016/j.patcog.2011.11.022⟩. ⟨hal-00739706⟩

Christophe Botella, Maximilien Servajean, Pierre Bonnet, Alexis Joly. Overview of GeoLifeCLEF 2019: plant species prediction using environment and animal occurrences. CLEF 2019 - Conference and Labs of the Evaluation Forum, Sep 2019, Lugano, Switzerland. ⟨hal-02190170⟩

Benjamin Deneu, Maximilien Servajean, Christophe Botella, Alexis Joly. Location-based species recommendation using co-occurrences and environment-GeoLifeCLEF 2018 challenge. CLEF: Conference and Labs of the Evaluation Forum, Sep 2018, Avignon, France. ⟨hal-01913241⟩

Christophe Botella, Pierre Bonnet, François Munoz, Pascal Monestiez, Alexis Joly. Overview of GeoLifeCLEF 2018: location-based species recommendation. CLEF: Conference and Labs of the Evaluation Forum, Sep 2018, Avignon, France. ⟨hal-01913238⟩

Hervé Goëau, Pierre Bonnet, Alexis Joly. Overview of ExpertLifeCLEF 2018: how far automated identification systems are from the best experts?. CLEF: Conference and Labs of the Evaluation Forum, Sep 2018, Avignon, France. ⟨hal-01913244⟩

Herve Goeau, Stefan Kahl, Hervé Glotin, Robert Planqué, Willem-Pier Vellinga, et al.. Overview of BirdCLEF 2018: monospecies vs. soundscape bird identification. CLEF: Conference and Labs of the Evaluation Forum, Sep 2018, Avignon, France. ⟨hal-02189229⟩

Alexis Joly, Hervé Goëau, Christophe Botella, Hervé Glotin, Pierre Bonnet, et al.. Overview of LifeCLEF 2018: A Large-Scale Evaluation of Species Identification and Recommendation Algorithms in the Era of AI. CLEF: Cross-Language Evaluation Forum, Sep 2018, Avignon, France. pp.247-266, ⟨10.1007/978-3-319-98932-7_24⟩. ⟨hal-01913231⟩

Pierre Bonnet, Alexis Joly, Hervé Goëau, Jean-Christophe Lombardo, Antoine Affouard, et al.. Going deeper in the automated identification of Herbarium specimens. Botany - Botanical Crossroads, Jun 2017, Forth Worth, TX, United States. ⟨hal-01837387⟩

Jose Carranza-Rojas, Alexis Joly, Pierre Bonnet, Hervé Goëau, Erick Mata-Montero. Automated Herbarium Specimen Identification using Deep Learning. TDWG: Biodiversity Information Standards, Oct 2017, Ottawa, Canada. pp.e20302, ⟨10.3897/tdwgproceedings.1.20302⟩. ⟨hal-01629142⟩

Alexis Joly, Pierre Bonnet, Antoine Affouard, Jean-Christophe Lombardo, Hervé Goëau. Pl@ntNet -My Business. MM: Multimedia, Oct 2017, Mountain View, United States. pp.1-11. ⟨hal-01638263⟩

Antoine Affouard, Hervé Goëau, Pierre Bonnet, Jean-Christophe Lombardo, Alexis Joly. Pl@ntNet app in the era of deep learning. ICLR: International Conference on Learning Representations, Apr 2017, Toulon, France. ⟨hal-01629195⟩

Herve Goeau, Hervé Glotin, Willem-Pier Vellinga, Robert Planqué, Alexis Joly. LifeCLEF Bird Identification Task 2017. CLEF: Conference and Labs of the Evaluation Forum, Sep 2017, Dublin, Ireland. ⟨hal-01629175⟩

Herve Goeau, Pierre Bonnet, Alexis Joly. Plant identification based on noisy web data: the amazing performance of deep learning (LifeCLEF 2017). CLEF: Conference and Labs of the Evaluation Forum, Sep 2017, Dublin, Ireland. ⟨hal-01629183⟩

Alexis Joly, Hervé Goëau, Hervé Glotin, Concetto Spampinato, Pierre Bonnet, et al.. LifeCLEF 2017 Lab Overview: Multimedia Species Identification Challenges. CLEF: Cross-Language Evaluation Forum, Sep 2017, Dublin, Ireland. pp.255-274, ⟨10.1007/978-3-319-65813-1_24⟩. ⟨hal-01629191⟩

Pierre Bonnet, Alexis Joly, Julien Champ, Hervé Goëau, Samuel Dufour-Kowalski, et al.. An image-based Plant identification platform for thousands of species. ATBC: Association for Tropical Biology and Conservation, Jun 2016, Montpellier, France. ⟨hal-01837355⟩

Alexis Joly, Hervé Goëau, Julien Champ, Samuel Dufour-Kowalski, Henning Müller, et al.. Crowdsourcing Biodiversity Monitoring: How Sharing your Photo Stream can Sustain our Planet. MM: Conference on Multimedia, Oct 2016, Amsterdam, Netherlands. pp.958-967, ⟨10.1145/2964284.2976762⟩. ⟨hal-01373762⟩

Alexis Joly, Hervé Goëau, Hervé Glotin, Concetto Spampinato, Pierre Bonnet, et al.. LifeCLEF 2016: Multimedia Life Species Identification Challenges. CLEF: Cross-Language Evaluation Forum, Sep 2016, Évora, Portugal. pp.286-310, ⟨10.1007/978-3-319-44564-9_26⟩. ⟨hal-01373781⟩

Hervé Goëau, Pierre Bonnet, Alexis Joly. Plant Identification in an Open-world (LifeCLEF 2016). CLEF: Conference and Labs of the Evaluation Forum, Sep 2016, Évora, Portugal. pp.428-439. ⟨hal-01373780⟩

Julien Champ, Hervé Goëau, Alexis Joly. Floristic participation at LifeCLEF 2016 Plant Identification Task. CLEF: Conference and Labs of the Evaluation Forum, Sep 2016, Évora, Portugal. pp.450-458. ⟨hal-01373776⟩

Hervé Goëau, Hervé Glotin, Willem-Pier Vellinga, Robert Planqué, Alexis Joly. LifeCLEF Bird Identification Task 2016: The arrival of Deep learning. CLEF: Conference and Labs of the Evaluation Forum, Sep 2016, Évora, Portugal. pp.440-449. ⟨hal-01373779⟩

Alexis Joly, Jean-Christophe Lombardo, Julien Champ, Anjara Saloma. Unsupervised Individual Whales Identification: Spot the Difference in the Ocean. CLEF: Conference and Labs of the Evaluation Forum, Sep 2016, Évora, Portugal. pp.469-480. ⟨hal-01373777⟩

Maximilien Servajean, Alexis Joly, Dennis Shasha, Julien Champ, Esther Pacitti. ThePlantGame: Actively Training Human Annotators for Domain-specific Crowdsourcing. MM: Conference on Multimedia, Oct 2016, Amsterdam, Netherlands. pp.720-721, ⟨10.1145/2964284.2973820⟩. ⟨hal-01373769⟩

Valentin Leveau, Alexis Joly, Olivier Buisson, Patrick Valduriez. Spatially Localized Visual Dictionary Learning. ICMR: International Conference on Multimedia Retrieval, Jun 2016, New York, United States. pp.367-370, ⟨10.1145/2911996.2912070⟩. ⟨hal-01373778⟩

Alexis Joly, Hervé Goëau, Hervé Glotin, Concetto Spampinato, Pierre Bonnet, et al.. LifeCLEF 2015: Multimedia Life Species Identification Challenges. CLEF: Cross-Language Evaluation Forum, Sep 2015, Toulouse, France. pp.462-483, ⟨10.1007/978-3-319-24027-5_46⟩. ⟨hal-01182782⟩

Hervé Goëau, Pierre Bonnet, Alexis Joly. LifeCLEF Plant Identification Task 2015. CLEF: Conference and Labs of the Evaluation Forum, Sep 2015, Toulouse, France. ⟨hal-01182795⟩

Hervé Goëau, Hervé Glotin, Willem-Pier Vellinga, Robert Planqué, Andreas Rauber, et al.. LifeCLEF Bird Identification Task 2015. CLEF: Conference and Labs of the Evaluation Forum, Sep 2015, Toulouse, France. ⟨hal-01182796⟩

Alexis Joly, Valentin Leveau, Julien Champ, Olivier Buisson. Shared nearest neighbors match kernel for bird songs identification -LifeCLEF 2015 challenge. CLEF: Conference and Labs of the Evaluation Forum, Sep 2015, Toulouse, France. ⟨hal-01182784⟩

Julien Champ, Titouan Lorieul, Maximilien Servajean, Alexis Joly. A comparative study of fine-grained classification methods in the context of the LifeCLEF plant identification challenge 2015. CLEF: Conference and Labs of the Evaluation Forum, Sep 2015, Toulouse, France. ⟨hal-01182788⟩

Valentin Leveau, Alexis Joly, Olivier Buisson, Patrick Valduriez. Kernelizing Spatially Consistent Visual Matches for Fine-Grained Classification. ICMR: International Conference on Multimedia Retrieval, Jun 2015, Shangai, China. pp.155-162, ⟨10.1145/2671188.2749328⟩. ⟨hal-01145988⟩

Pierre Letessier, Nicolas Hervé, Alexis Joly, Hakim Nabi, Mathieu Derval, et al.. DigInPix: Visual Named-Entities Identification in Images and Videos. ICMR: International Conference on Multimedia Retrieval, Jun 2015, Shanghai, China. pp.661-664, ⟨10.1145/2671188.2749369⟩. ⟨hal-01182780⟩

Maximilien Servajean, Esther Pacitti, Miguel Liroz-Gistau, Alexis Joly, Julien Champ. PlantRT : a Distributed Recommendation Tool for Citizen Science. BDA: Gestion de Données — Principes, Technologies et Applications, Oct 2014, Autrans, France. pp.48-50. ⟨hal-01163819⟩

Hervé Goëau, Hervé Glotin, Willem-Pier Vellinga, Robert Planqué, Andreas Rauber, et al.. LifeCLEF Bird Identification Task 2014. CLEF: Conference and Labs of the Evaluation Forum, Sep 2014, Sheffield, United Kingdom. pp.585-597. ⟨hal-01088829⟩

Hervé Goëau, Bonnet Pierre, Alexis Joly, Antoine Affouard, Vera Bakić, et al.. Pl@ntNet Mobile 2014: Android port and new features. ICMR: International Conference on Multimedia Retrieval, Apr 2014, Glasgow, United Kingdom. pp.527-530, ⟨10.1145/2578726.2582618⟩. ⟨hal-01088819⟩

Alexis Joly, Henning Müller, Hervé Goëau, Hervé Glotin, Concetto Spampinato, et al.. LifeCLEF: Multimedia Life Species Identification. EMR: Environmental Multimedia Retrieval, Apr 2014, Glasgow, United Kingdom. pp.7-13. ⟨hal-01088812⟩

Hervé Goëau, Alexis Joly, Pierre Bonnet, Souheil Selmi, Jean-François Molino, et al.. LifeCLEF Plant Identification Task 2014. CLEF: Conference and Labs of the Evaluation Forum, Sep 2014, Sheffield, United Kingdom. pp.598-615. ⟨halsde-01064599⟩

Alexis Joly, Hervé Goëau, Hervé Glotin, Concetto Spampinato, Pierre Bonnet, et al.. LifeCLEF 2014: Multimedia Life Species Identification Challenges. CLEF: Cross-Language Evaluation Forum, Sep 2014, Sheffield, United Kingdom. pp.229-249, ⟨10.1007/978-3-319-11382-1_20⟩. ⟨hal-01075770⟩

Julien Champ, Alexis Joly, Pierre Bonnet. Fine-grained Visual Faceted Search. MM: Conference on Multimedia, Nov 2014, Orlando, FL, United States. pp.721-722, ⟨10.1145/2647868.2654875⟩. ⟨hal-01088822⟩

Alexis Joly, Julien Champ, Olivier Buisson. Instance-based Bird Species Identification with Undiscriminant Features Pruning. CLEF: Conference and Labs of the Evaluation Forum, Sep 2014, Sheffield, United Kingdom. pp.625-633. ⟨hal-01088798⟩

Daniel Barthélémy, Nozha Boujemaa, Jean-François Molino, Alexis Joly, Hervé Goëau, et al.. Pl@ntNet, une plate-forme innovante d'agrégation et partage d'observations botaniques. International Conference ‘Botanists of the Twenty-first Century’, UNESCO, Sep 2014, Paris, France. pp.191-197. ⟨hal-01837361⟩

Hervé Goëau, Alexis Joly, Itheri Yahiaoui, Vera Bakić, Anne Verroust-Blondet, et al.. PlantNet Participation at LifeCLEF2014 Plant Identification Task. CLEF: Conference and Labs of the Evaluation Forum, Sep 2014, Sheffield, United Kingdom. pp.724-737. ⟨halsde-01064569⟩

Valentin Leveau, Alexis Joly, Olivier Buisson, Pierre Letessier, Patrick Valduriez. Recognizing Thousands of Legal Entities through Instance-based Visual Classification. MM: Conference on Multimedia, Nov 2014, Orlando, FL, United States. pp.1029-1032, ⟨10.1145/2647868.2655038⟩. ⟨hal-01077508⟩

Vera Bakić, Sofiène Mouine, Saloua Ouertani-Litayem, Anne Verroust-Blondet, Itheri Yahiaoui, et al.. Inria's participation at ImageCLEF 2013 Plant Identification Task. CLEF (Online Working Notes/Labs/Workshop) 2013, Sep 2013, Valencia, Spain. ⟨hal-00874330⟩

Hervé Goëau, Pierre Bonnet, Alexis Joly, Vera Bakić, Julien Barbe, et al.. Pl@ntNet Mobile App. MM: Multimedia, Oct 2013, Barcelone, Spain. pp.423-424, ⟨10.1145/2502081.2502251⟩. ⟨hal-00908910⟩

Nicolas Hervé, Marie-Luce Viaud, Jérôme Thievre, Agnès Saulnier, Pierre Letessier, et al.. OTmedia: The French Transmedia News Observatory. ACM Multimedia, Oct 2013, Barcelone, Spain. pp.441-442, ⟨10.1145/2502081.2502260⟩. ⟨hal-00908925⟩

Pierre Letessier, Nicolas Hervé, Champ Julien, Alexis Joly, Olivier Buisson, et al.. Small objects query suggestion in a large web-image collection. ACM Multimedia, Oct 2013, Barcelone, Spain. ⟨10.1145/2502081.2502248⟩. ⟨hal-00908891⟩

Hervé Goëau, Pierre Bonnet, Alexis Joly, Vera Bakić, Daniel Barthélémy, et al.. The ImageCLEF 2013 Plant Identification Task. CLEF, Sep 2013, Valencia, Spain. ⟨hal-00960929⟩

Alexis Joly, Hervé Goëau, Pierre Bonnet, Vera Bakić, Jean-François Molino, et al.. The Imageclef Plant Identification Task 2013. MAED: Multimedia Analysis for Ecological Data, Oct 2013, Barcelone, Spain. pp.23-28, ⟨10.1145/2509896.2509902⟩. ⟨hal-00908934⟩

Caputo Barbara, Muller Henning, Thomee Bart, Villegas Mauricio, Roberto Paredes, et al.. Imageclef 2013: the vision, the data and the open challenges. CLEF 2013 - 4th Conference and Labs of the Evaluation Forum : Information Access Evaluation meets Multilinguality, Multimodality, and Visualization, Sep 2013, Valencia, Spain. pp.250-268, ⟨10.1007/978-3-642-40802-1_26⟩. ⟨hal-00908881⟩

Alexis Joly, Julien Champ, Pierre Letessier, Nicolas Hervé, Olivier Buisson, et al.. Visual-Based Transmedia Events Detection. MM '12: 20th International conference on Multimedia, ACM, Nov 2012, Nara, Japan. pp.1351-1352, ⟨10.1145/2393347.2396480⟩. ⟨hal-00755696⟩

Hervé Goëau, Pierre Bonnet, Barbe Julien, Vera Bakić, Alexis Joly, et al.. Multi-Organ Plant Identification. ACM International Workshop on Multimedia Analysis for Ecological Data, Oct 2012, Nara, Japan. pp.41--44. ⟨hal-00739724⟩

Amel Hamzaoui, Alexis Joly, Boujemaa Nozha. Plant Leaves Morphological Categorization with Shared Nearest Neighbours Clustering. ACM International Workshop on Multimedia Analysis for Ecological Data, Oct 2012, Nara, Japan. pp.37--40. ⟨hal-00739715⟩

Pierre Letessier, Alexis Joly, Olivier Buisson. Scalable Mining of Small Visual Objects. MM'12: 20th ACM international conference on Multimedia, Oct 2012, Nara, Japan. pp.599-608. ⟨hal-00739735⟩

Hervé Goëau, Pierre Bonnet, Alexis Joly, Itheri Yahiaoui, Daniel Barthélémy, et al.. The ImageCLEF 2012 Plant Identification Task. CLEF'2012: Conference and Labs of the Evaluation Forum, Sep 2012, Rome, Italy. ⟨hal-00960918⟩

Saloua Litayem Ouertani, Alexis Joly, Nozha Boujemaa. Hash-Based Support Vector Machines Approximation for Large Scale Prediction. BMVC: British Machine Vision Conference, Sep 2012, Surrey, United Kingdom. pp.86.1-86.11. ⟨hal-00733912⟩

Riadh Trad, Alexis Joly, Boujemaa Nozha. Distributed KNN-graph approximation via hashing. ICMR - International Conference on Multimedia Retrieval - 2012, Jun 2012, Hong-Kong, Hong Kong SAR China. pp.43:1--43:8, ⟨10.1145/2324796.2324847⟩. ⟨hal-00739713⟩

Vera Bakić, Itheri Yahiaoui, Sofiène Mouine, Saloua Litayem Ouertani, Wajih Ouertani, et al.. Inria IMEDIA2's Participation at ImageCLEF 2012 Plant Identification Task. CLEF (Online Working Notes/Labs/Workshop) 2012, Sep 2012, Rome, Italy. ⟨hal-00744901⟩

Riadh Trad, Alexis Joly, Nozha Boujemaa. Distributed approximate KNN Graph construction for high dimensional Data. BDA: Bases de Données Avancées, Oct 2012, Clermont-Ferrand, France. ⟨hal-00756624⟩

Hervé Goëau, Alexis Joly, Itheri Yahiaoui, Pierre Bonnet, Elise Mouysset. Participation of INRIA & Pl@ntNet to ImageCLEF 2011 plant images classification task. ImageCLEF 2011, Sep 2011, Amsterdam, Netherlands. pp.0-0. ⟨hal-00642239⟩

Pierre Letessier, Olivier Buisson, Alexis Joly. Consistent Visual Words Mining with Adaptive Sampling. ICMR'11 - International Conference on Multimedia Retrieval, Apr 2011, Trento, Italy. pp.0-0, ⟨10.1145/1991996.1992045⟩. ⟨hal-00642202⟩

Ahmed Rebai, Alexis Joly, Nozha Boujemaa. Interpretable Visual Models for Human Perception-Based Object Retrieval. ICMR'11 - First ACM International Conference on Multimedia Retrieval, Apr 2011, Trento, Italy. pp.21:1--21:8, ⟨10.1145/1991996.1992017⟩. ⟨hal-00642232⟩

Hervé Goëau, Alexis Joly, Souheil Selmi, Pierre Bonnet, Elise Mouysset, et al.. Visual-based plant species identification from crowdsourced data. MM'11 - ACM Multimedia 2011, Nov 2011, Scottsdale, United States. pp.0-0, ⟨10.1145/2072298.2072472⟩. ⟨hal-00642236⟩

Alexis Joly, Olivier Buisson. Random Maximum Margin Hashing. CVPR'11 - IEEE Computer Vision and Pattern Recognition, Jun 2011, Colorado springs, United States. pp.873-880, ⟨10.1109/CVPR.2011.5995709⟩. ⟨hal-00642178⟩

Hervé Goëau, Pierre Bonnet, Alexis Joly, Nozha Boujemaa, Daniel Barthélémy, et al.. The ImageCLEF 2011 plant images classi cation task. ImageCLEF 2011, Sep 2011, Amsterdam, Netherlands. pp.0-0. ⟨hal-00642197⟩

Riadh Trad, Alexis Joly, Nozha Boujemaa. Large scale visual-based event matching. ICMR'11 - International Conference on Multimedia Retrieval, Apr 2011, Trento, Italy. pp.53:1--53:7, ⟨10.1145/1991996.1992049⟩. ⟨hal-00642210⟩

Saloua Litayem Ouertani, Alexis Joly, Nozha Boujemaa. Interactive Objects Retrieval with Efficient Boosting. MM'09 - Proceedings of the 17th ACM international conference on Multimedia, Oct 2009, Beijing, China. pp.545--548, ⟨10.1145/1631272.1631352⟩. ⟨hal-00724876⟩

Pierre Bonnet, Alexis Joly, Hervé Goëau, Jean-Christophe Lombardo, Antoine Affouard, et al.. Potential and limits of automated plant identification based on visual data, feedbacks from the development of Pl@ntNet initiative. Botany 2017, Jun 2017, Forth Worth, TX, United States. 2017, ⟨http://2017.botanyconference.org⟩. ⟨hal-01837383⟩

Samuel Dufour-Kowalski, Mathias Chouet, Antoine Affouard, Jean-Pascal Milcent, Grégoire Duché, et al.. DataManager, un système novateur de gestion et d’échange de données botaniques distribuées. Quels botanistes pour le 21e siècle ? Métiers, enjeux, opportunités, Sep 2014, Paris, France. 2014, ⟨http://fr.unesco.org/events/quels-botanistes-xxi%C3%A8me-si%C3%A8cle-m%C3%A9tiers-enjeux-opportunit%C3%A9s⟩. ⟨hal-01074648⟩

Maximilien Servajean, Esther Pacitti, Miguel Liroz-Gistau, Alexis Joly, Julien Champ. PlantRT : a Distributed and Diversified Recommendation Tool for Citizen Sciences. BDA: Gestion de Données — Principes, Technologies et Applications, Oct 2014, Autrans, France. 30ème Conférence sur la Gestion de Données — Principes, Technologies et Applications, 2014, ⟨http://bda2014.imag.fr⟩. ⟨lirmm-01088733⟩

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, Multimedia Systems and Applications, pp.151-167, 2018, 978-3-319-76444-3. ⟨10.1007/978-3-319-76445-0_9⟩. ⟨hal-01913272⟩

Christophe Botella, Alexis Joly, Pierre Bonnet, Pascal Monestiez, François Munoz. A deep learning approach to Species Distribution Modelling. Alexis Joly; Stefanos Vrochidis; Kostas Karatzas; Ari Karppinen; Pierre Bonnet. Multimedia Tools and Applications for Environmental & Biodiversity Informatics, Springer, pp.169-199, 2018, 978-3-319-76444-3. ⟨10.1007/978-3-319-76445-0_10⟩. ⟨hal-01834227⟩

Pierre Bonnet, Hervé Goëau, Siang Hang, Mario Lasseck, Milaň Sulc, et al.. 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, Chapter 8, pp.131-149, 2018, 978-3-319-76444-3. ⟨10.1007/978-3-319-76445-0_8⟩. ⟨hal-01913277⟩

Alexis Joly, Stefanos Vrochidis, Kostas Karatzas, Ari Karppinen, Pierre Bonnet. Multimedia Tools and Applications for Environmental & Biodiversity Informatics. Springer International Publishing, 2018, 978-3-319-76445-0. ⟨10.1007/978-3-319-76445-0⟩. ⟨lirmm-01959343⟩

Stefanos Vrochidis, Kostas D. Karatzas, A. Karppinen, Alexis Joly. Proceedings of the 1st International Workshop on Environnmental Multimedia Retrieval co-located with ACM International Conference on Multimedia Retrieval. France. 2014. ⟨hal-01088825⟩

Valentin Leveau, Alexis Joly. Adversarial autoencoders for novelty detection. [Research Report] Inria - Sophia Antipolis. 2017. ⟨hal-01636617⟩

Pierre Letessier, Olivier Buisson, Alexis Joly. Scalable Mining of Small Visual Objects (with new experiments). [Research Report] Lirmm. 2013. ⟨hal-00912560⟩

Amel Hamzaoui, Alexis Joly, Nozha Boujemaa. Multi-source shared nearest neighbours for multi-modal image clustering. [Research Report] RR-7351, INRIA. 2010. ⟨inria-00496170v2⟩

Alexis Joly, Ahmed Rebai, Boujemaa Nozha. Constant Tangential Angle Elected Interest Points. [Research Report] 2006, pp.22. ⟨inria-00085764⟩

Alexis Joly. Large-scale Content-based Visual Information Retrieval. Computer Science [cs]. Université de Montpellier, 2015. ⟨hal-01182797⟩

Maximilien Servajean, Alexis Joly. ThePlantGame. 2019. ⟨hal-02096028⟩

Olivier Buisson, Jean-Christophe Lombardo, Alexis Joly. Snoop. 2019. ⟨hal-02096036⟩

Antoine Affouard, Jean-Christophe Lombardo, Herve Goeau, Pierre Bonnet, Alexis Joly. Pl@ntNet. 2019. ⟨hal-02096020⟩