Going deeper in the automated identification of Herbarium specimens
Carranza-Rojas, Jose, Goeau, Herve, Bonnet, Pierre, Mata-Montero, Erick, Joly, Alexis
Published in BMC evolutionary biology (11.08.2017)
Published in BMC evolutionary biology (11.08.2017)
Get full text
Journal Article
Attention-Based Recurrent Neural Network for Plant Disease Classification
Lee, Sue Han, Goëau, Hervé, Bonnet, Pierre, Joly, Alexis
Published in Frontiers in plant science (14.12.2020)
Published in Frontiers in plant science (14.12.2020)
Get full text
Journal Article
Convolutional neural networks improve species distribution modelling by capturing the spatial structure of the environment
Deneu, Benjamin, Servajean, Maximilien, Bonnet, Pierre, Botella, Christophe, Munoz, François, Joly, Alexis
Published in PLoS computational biology (01.04.2021)
Published in PLoS computational biology (01.04.2021)
Get full text
Journal Article
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?
Deneu, Benjamin, Joly, Alexis, Bonnet, Pierre, Servajean, Maximilien, Munoz, François
Published in Frontiers in plant science (06.05.2022)
Published in Frontiers in plant science (06.05.2022)
Get full text
Journal Article
A New Method for Counting Reproductive Structures in Digitized Herbarium Specimens Using Mask R-CNN
Davis, Charles C., Champ, Julien, Park, Daniel S., Breckheimer, Ian, Lyra, Goia M., Xie, Junxi, Joly, Alexis, Tarapore, Dharmesh, Ellison, Aaron M., Bonnet, Pierre
Published in Frontiers in plant science (31.07.2020)
Published in Frontiers in plant science (31.07.2020)
Get full text
Journal Article
AI Naturalists Might Hold the Key to Unlocking Biodiversity Data in Social Media Imagery
August, Tom A., Pescott, Oliver L., Joly, Alexis, Bonnet, Pierre
Published in Patterns (New York, N.Y.) (09.10.2020)
Published in Patterns (New York, N.Y.) (09.10.2020)
Get full text
Journal Article
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
Goëau, Hervé, Lorieul, Titouan, Heuret, Patrick, Joly, Alexis, Bonnet, Pierre
Published in Plants (Basel) (16.02.2022)
Published in Plants (Basel) (16.02.2022)
Get full text
Journal Article
Estimating Compositions and Nutritional Values of Seed Mixes Based on Vision Transformers
Mehreen, Shamprikta, Goëau, Hervé, Bonnet, Pierre, Chau, Sophie, Champ, Julien, Joly, Alexis
Published in Plant phenomics (01.01.2023)
Published in Plant phenomics (01.01.2023)
Get full text
Journal Article
Revolutionizing Plant Pathogen Conservation: The Past, Present, and Future of AI in Preserving Natural Ecosystems
Lee, Sue Han, Liaw, Zhe Rui, Chai, Yu Hao, Ng, Shien Lin, Bonnet, Pierre, Goëau, Hervé, Joly, Alexis
Published in Biodiversity Information Science and Standards (25.07.2024)
Published in Biodiversity Information Science and Standards (25.07.2024)
Get full text
Journal Article
A new fine‐grained method for automated visual analysis of herbarium specimens: A case study for phenological data extraction
Goëau, Hervé, Mora‐Fallas, Adán, Champ, Julien, Love, Natalie L. Rossington, Mazer, Susan J., Mata‐Montero, Erick, Joly, Alexis, Bonnet, Pierre
Published in Applications in plant sciences (01.06.2020)
Published in Applications in plant sciences (01.06.2020)
Get full text
Journal Article
How citizen scientists contribute to monitor protected areas thanks to automatic plant identification tools
Bonnet, Pierre, Joly, Alexis, Faton, Jean‐Michel, Brown, Susan, Kimiti, David, Deneu, Benjamin, Servajean, Maximilien, Affouard, Antoine, Lombardo, Jean‐Christophe, Mary, Laura, Vignau, Christel, Munoz, François
Published in Ecological solutions and evidence (01.12.2020)
Published in Ecological solutions and evidence (01.12.2020)
Get full text
Journal Article
Synergizing Digital, Biological, and Participatory Sciences for Global Plant Species Identification: Enabling access to a worldwide identification service
Bonnet, Pierre, Affouard, Antoine, Lombardo, Jean-Christophe, Chouet, Mathias, Gresse, Hugo, Hequet, Vanessa, Palard, Remi, Fromholtz, Maxime, Espitalier, Vincent, Goëau, Hervé, Deneu, Benjamin, Botella, Christophe, Estopinan, Joaquim, Leblanc, César, Servajean, Maximilien, Munoz, François, Joly, Alexis
Published in Biodiversity Information Science and Standards (12.09.2023)
Published in Biodiversity Information Science and Standards (12.09.2023)
Get full text
Journal Article
Experimental IR Meets Multilinguality, Multimodality, and Interaction: 12th International Conference of the CLEF Association, CLEF 2021, Virtual Event, September 21-24, 2021, Proceedings
Candan, K. Selçuk, Ionescu, Bogdan, Goeuriot, Lorraine, Larsen, Birger, Müller, Henning, Joly, Alexis, Maistro, Maria, Piroi, Florina, Faggioli, Guglielmo, Ferro, Nicola
Year of Publication 2021
Get full text
Year of Publication 2021
eBook
Machine Learning Undercounts Reproductive Organs on Herbarium Specimens but Accurately Derives Their Quantitative Phenological Status: A Case Study of Streptanthus tortuosus
Love, Natalie L. R., Bonnet, Pierre, Goëau, Hervé, Joly, Alexis, Mazer, Susan J.
Published in Plants (Basel) (01.11.2021)
Published in Plants (Basel) (01.11.2021)
Get full text
Journal Article
Modern Approaches to the Monitoring of Biоdiversity (MAMBO)
Høye, Toke, August, Tom, Balzan, Mario V, Biesmeijer, Koos, Bonnet, Pierre, Breeze, Tom, Dominik, Christophe, Gerard, France, Joly, Alexis, Kalkman, Vincent, Kissling, W. Daniel, Metodiev, Teodor, Moeslund, Jesper, Potts, Simon, Roy, David, Schweiger, Oliver, Senapathi, Deepa, Settele, Josef, Stoev, Pavel, Stowell, Dan
Published in Research Ideas and Outcomes (07.12.2023)
Published in Research Ideas and Outcomes (07.12.2023)
Get full text
Journal Article