| New perspectives on plant disease characterization based on deep learning SH Lee, H Goëau, P Bonnet, A Joly Computers and Electronics in Agriculture 170, 105220, 2020 | 308 | 2020 |
| Going deeper in the automated identification of Herbarium specimens J Carranza-Rojas, H Goeau, P Bonnet, E Mata-Montero, A Joly BMC evolutionary biology 17, 1-14, 2017 | 279 | 2017 |
| Interactive plant identification based on social image data A Joly, H Goëau, P Bonnet, V Bakić, J Barbe, S Selmi, I Yahiaoui, J Carré, ... Ecological Informatics 23, 22-34, 2014 | 195 | 2014 |
| The imageclef plant identification task 2013 H Goëau, A Joly, P Bonnet, V Bakic, D Barthélémy, N Boujemaa, ... Proceedings of the 2nd ACM international workshop on Multimedia analysis for …, 2013 | 154 | 2013 |
| Lifeclef plant identification task 2014 H Goëau, A Joly, P Bonnet, S Selmi, JF Molino, D Barthélémy, ... CLEF: Conference and Labs of the Evaluation forum, 598-615, 2014 | 145 | 2014 |
| Plant identification based on noisy web data: the amazing performance of deep learning (LifeCLEF 2017) H Goeau, P Bonnet, A Joly CEUR Workshop Proceedings, 2017 | 142 | 2017 |
| LifeCLEF 2015: multimedia life species identification challenges A Joly, H Goëau, H Glotin, C Spampinato, P Bonnet, WP Vellinga, ... Experimental IR Meets Multilinguality, Multimodality, and Interaction: 6th …, 2015 | 136 | 2015 |
| A look inside the Pl@ ntNet experience: The good, the bias and the hope A Joly, P Bonnet, H Goëau, J Barbe, S Selmi, J Champ, ... Multimedia Systems 22, 751-766, 2016 | 121 | 2016 |
| Instance segmentation for the fine detection of crop and weed plants by precision agricultural robots J Champ, A Mora‐Fallas, H Goëau, E Mata‐Montero, P Bonnet, A Joly Applications in plant sciences 8 (7), e11373, 2020 | 114 | 2020 |
| Pl@ ntnet mobile app H Goëau, P Bonnet, A Joly, V Bakić, J Barbe, I Yahiaoui, S Selmi, J Carré, ... Proceedings of the 21st ACM international conference on Multimedia, 423-424, 2013 | 106 | 2013 |
| Plant identification in an open-world (lifeclef 2016) H Goëau, P Bonnet, A Joly CLEF: Conference and Labs of the Evaluation Forum, 428-439, 2016 | 103 | 2016 |
| Lifeclef 2014: multimedia life species identification challenges A Joly, H Goëau, H Glotin, C Spampinato, P Bonnet, WP Vellinga, ... Information Access Evaluation. Multilinguality, Multimodality, and …, 2014 | 96 | 2014 |
| Machine learning using digitized herbarium specimens to advance phenological research KD Pearson, G Nelson, MFJ Aronson, P Bonnet, L Brenskelle, CC Davis, ... BioScience 70 (7), 610-620, 2020 | 94 | 2020 |
| Lifeclef 2017 lab overview: multimedia species identification challenges A Joly, H Goëau, H Glotin, C Spampinato, P Bonnet, WP Vellinga, ... Experimental IR Meets Multilinguality, Multimodality, and Interaction: 8th …, 2017 | 93 | 2017 |
| A deep learning approach to species distribution modelling C Botella, A Joly, P Bonnet, P Monestiez, F Munoz Multimedia Tools and Applications for Environmental & Biodiversity …, 2018 | 84 | 2018 |
| Convolutional neural networks improve species distribution modelling by capturing the spatial structure of the environment B Deneu, M Servajean, P Bonnet, C Botella, F Munoz, A Joly PLoS computational biology 17 (4), e1008856, 2021 | 82 | 2021 |
| Attention-based recurrent neural network for plant disease classification SH Lee, H Goëau, P Bonnet, A Joly Frontiers in Plant Science 11, 601250, 2020 | 79 | 2020 |
| LifeCLEF 2016: multimedia life species identification challenges A Joly, H Goëau, H Glotin, C Spampinato, P Bonnet, WP Vellinga, ... Experimental IR Meets Multilinguality, Multimodality, and Interaction: 7th …, 2016 | 79 | 2016 |
| An annotated checklist of the Orchidaceae of Laos A Schuiteman, P Bonnet, B Svengsuksa, D Barthélémy Nordic Journal of Botany 26 (5‐6), 257-316, 2008 | 75 | 2008 |
| Pl@ ntnet app in the era of deep learning A Affouard, H Goëau, P Bonnet, JC Lombardo, A Joly ICLR: International Conference on Learning Representations, 2017 | 72 | 2017 |
Alexis JolyResearch Director, Inria, Montpellier University, LIRMMVerified email at inria.fr
