Benjamin Deneu

Statistics

Publications

Citations

212

H-Index

Active since

2018

Affiliations

Laboratoire d'Informatique, de Robotique et de Microélectronique de Montpellier(Current)

Université Paul-Valéry Montpellier

Institut national de recherche en sciences et technologies du numérique

Centre National de la Recherche Scientifique

Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement

Benjamin Deneu is an author at Laboratoire d'Informatique, de Robotique et de Microélectronique de Montpellier specializing in convolutional neural networks, deep learning, and ecology.

ORCID

Publications per year

2018–2022

Publications

Convolutional neural networks improve species distribution modelling by capturing the spatial structure of the environment

Benjamin Deneu, Maximilien Servajean, Pierre Bonnet et al. · PLoS Computational Biology · 2021 · 112 citations · Full text

Computing, Ecology, Landscape Ecology +13

How citizen scientists contribute to monitor protected areas thanks to automatic plant identification tools

Pierre Bonnet, Alexis Joly, Jean‐Michel Faton et al. · Ecological Solutions and Evidence · 2020 · 57 citations · Full text

Natural Resources, Biodiversity Conservation, Environmental Sciences +17

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?

Benjamin Deneu, Alexis Joly, Pierre Bonnet et al. · Frontiers in Plant Science · 2022 · 31 citations · Full text

Natural Resources, Ecology, Landscape Ecology +14

Location-based species recommendation using co-occurrences and environment- GeoLifeCLEF 2018 challenge

Benjamin Deneu, Maximilien Servajean, Christophe Botella et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2018 · 12 citations

Computing, Geoinformatics, Computer Vision +16

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