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List of works by Alexis Joly

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Going deeper in the automated identification of Herbarium specimens

scientific article published on 11 August 2017
Toward a large-scale and deep phenological stage annotation of herbarium specimens: Case studies from temperate, tropical, and equatorial floras

scientific article published on 20 March 2019
Machine Learning Using Digitized Herbarium Specimens to Advance Phenological Research

scientific article published on 13 May 2020
Species distribution modeling based on the automated identification of citizen observations.

scientific article
Visual-based plant species identification from crowdsourced data

article
A new fine-grained method for automated visual analysis of herbarium specimens: A case study for phenological data extraction

scientific article published on 01 June 2020
ImageCLEF 2013: The Vision, the Data and the Open Challenges

Bias in presence-only niche models related to sampling effort and species niches: Lessons for background point selection

scientific article published on 20 May 2020
Multi-organ plant identification

article
LifeCLEF 2014: Multimedia Life Species Identification Challenges

article
Machine Learning Undercounts Reproductive Organs on Herbarium Specimens but Accurately Derives Their Quantitative Phenological Status: A Case Study of Streptanthus tortuosus

scientific article published in 2021
AI Naturalists Might Hold the Key to Unlocking Biodiversity Data in Social Media Imagery

scientific article published on 09 October 2020
Synergizing Digital, Biological, and Participatory Sciences for Global Plant Species Identification: Enabling access to a worldwide identification service

scientific article published in 2023
Interactive plant identification based on social image data

article
Customized e-floras: How to develop your own project on the Pl@ntNet platform

scientific article published in 2021
Modern Approaches to the Monitoring of Biоdiversity (MAMBO)

scientific article published on 7 December 2023
Accelerating the Automated Detection, Counting and Measurements of Reproductive Organs in Herbarium Collections in the Era of Deep Learning

scientific article published in 2019
Envisaging a global infrastructure to exploit the potential of digitised collections

scientific article published on 31 October 2022
Jointly estimating spatial sampling effort and habitat suitability for multiple species from opportunistic presence‐only data

scientific article published in 2021
Pl@ntNet Services, a Contribution to the Monitoring and Sharing of Information on the World Flora

scientific article published in 2020
AI-based Identification of Plant Photographs from Herbarium Specimens

scientific article published in 2021
Dynamic Species Distribution Modeling Reveals the Pivotal Role of Human-Mediated Long-Distance Dispersal in Plant Invasion

scientific article published in 2022
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

scientific article published on 17 February 2022
Identifying gaps in the photographic record of the vascular plant flora of the Americas

scientific article published on 29 July 2021
How Networks of Citizen Observatories Can Increase the Quality and Quantity of Citizen-Science-Generated Data Used to Monitor SDG Indicators

scientific article published in 2022
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?

scientific article published on 06 May 2022
A New Method for Counting Reproductive Structures in Digitized Herbarium Specimens Using Mask R-CNN

scientific article published on 31 July 2020
Instance segmentation for the fine detection of crop and weed plants by precision agricultural robots

scientific article published on 28 July 2020
Automated Identification of Citizen Science Observations for Ecological Studies

scientific article published in 2018
Attention-Based Recurrent Neural Network for Plant Disease Classification

scientific article published on 14 December 2020
Are Species Identification Tools Biodiversity-friendly?

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

scientific article published on 27 September 2020
Convolutional neural networks improve species distribution modelling by capturing the spatial structure of the environment

scientific article published on 19 April 2021
Automated Herbarium Specimen Identification using Deep Learning

scientific article published in 2017
Deep learning for plant identification: how the web can compete with human experts

scientific article published in 2018
Insight into the Am-O Phase Equilibria: A Thermodynamic Study Coupling High-Temperature XRD and CALPHAD Modeling.

scientific article published on 16 June 2017

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