291 citations
- Institut National de Recherche pour l'Agriculture, l'Alimentation et l'EnvironnementFR56 papers
- Centre National de la Recherche ScientifiqueFR51 papers
- Université de MontpellierFR51 papers
- Institut Agro MontpellierFR23 papers
- UMR Botanique et Modélisation de l’Architecture des Plantes et des végétationsFR22 papers
- AgroParisTechFR21 papers
- Territoires, Environnement, Télédétection et Information SpatialeFR20 papers
- Institut de Recherche pour le DéveloppementFR19 papers
- Ingénierie des Agropolymères et Technologies EmergentesFR15 papers
- Laboratoire d'Informatique, de Robotique et de Microélectronique de MontpellierFR15 papers
- Agropolis InternationalFR13 papers
- Amélioration Génétique et Adaptation des Plantes méditerranéennes et tropicalesFR12 papers
14 papers · 1 filter
Multi-modal Co-learning for Earth Observation: Enhancing single-modality models via modality collaboration
Francisco Mena, Dino Ienco, Cassio F. Dantas +2
Multi-modal co-learning is emerging as an effective paradigm in machine learning, enabling models to collaboratively learn from different modalities to enhance single-modality pred…
Overview of ExpertLifeCLEF 2018: how far automated identification systems are from the best experts?
Herve Goeau, Pierre Bonnet, Alexis Joly
Automated identification of plants and animals has improved considerably in the last few years, in particular thanks to the recent advances in deep learning. The next big question…
Plant identification in an open-world (LifeCLEF 2016)
Herve Goeau, Pierre Bonnet, Alexis Joly
The LifeCLEF plant identification challenge aims at evaluating plant identification methods and systems at a very large scale, close to the conditions of a real-world biodiversity…
Overview of LifeCLEF Plant Identification task 2019: diving into data deficient tropical countries
Herve Goeau, Pierre Bonnet, Alexis Joly
Automated identification of plants has improved considerably thanks to the recent progress in deep learning and the availability of training data. However, this profusion of data o…
Overview of PlantCLEF 2021: cross-domain plant identification
Herve Goeau, Pierre Bonnet, Alexis Joly
Automated plant identification has improved considerably thanks to recent advances in deep learning and the availability of training data with more and more field photos. However,…
Overview of PlantCLEF 2023: Image-based Plant Identification at Global Scale
Herve Goeau, Pierre Bonnet, Alexis Joly
The world is estimated to be home to over 300,000 species of vascular plants. In the face of the ongoing biodiversity crisis, expanding our understanding of these species is crucia…