Publications

Urban trees species classification using Sentinel-2 and Planetscope satellite image time series (2025) Conference paper

Marie Latil, Romain Wenger, David Michéa, Germain Forestier, Anne Puissant

2025 Joint Urban Remote Sensing Event (JURSE)
Establishing a unified evaluation framework for human motion generation: A comparative analysis of metrics (2025) Article

Ali Ismail-Fawaz, Maxime Devanne, Stefano Berretti, Jonathan Weber, Germain Forestier

Computer Vision and Image Understanding
A Comparative Study of CNNs and Vision-Language Models for Chart Image Classification (2025) Conference paper

Bruno Côme, Maxime Devanne, Jonathan Weber, Germain Forestier

International Conference on Agents and Artificial Intelligence (ICAART)
Deep Neural Network Architectures for Advanced Hiking Map Generation (2025) Conference paper

Olivier Schirm, Maxime Devanne, Jonathan Weber, Arnaud Lecus, Germain Forestier, Cédric Wemmert

International Conference on Pattern Recognition Applications and Methods (ICPRAM)
Look into the LITE in deep learning for time series classification (2025) Article

Ali Ismail-Fawaz, Maxime Devanne, Stefano Berretti, Jonathan Weber, Germain Forestier

International Journal of Data Science and Analytics
Automatic detection of in-stream river wood from random forest machine learning and exogenous indices using very high-resolution aerial imagery (2025) Article

Gauthier Grimmer, Romain Wenger, Germain Forestier, Valentin Chardon

Environmental Modelling and Software
COCALITE: A Hybrid Model COmbining CAtch22 and LITE for Time Series Classification (2024) Conference paper

Oumaima Badi, Maxime Devanne, Ali Ismail-Fawaz, Javidan Abdullayev, Vincent Lemaire, Stefano Berretti, Jonathan Weber, Germain Forestier

IEEE International Conference on Big Data (BigData)
Self-supervised learning for the exploration of continuous seismic records at the Fani Maoré submarine volcano (Mayotte) (2024) Conference paper

Clément Hibert, Joachim Rimpot, Lise Retailleau, Jean-Marie Saurel, Jean-Philippe Malet, Germain Forestier, Jonathan Weber, Tord S. Stangeland, Antoine Turquet, Pascal Pelleau

European Geosciences Union General Assembly 2024 (EGU24)
Weighted Average of Human Motion Sequences for Improving Rehabilitation Assessment (2024) Conference paper

Ali Ismail-Fawaz, Maxime Devanne, Stefano Berretti, Jonathan Weber, Germain Forestier

ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data (AALTD)
Digital transformation: how to teach (with) generative AI in higher education? (2024) Article

Holly Many, Maria Shvetsova, Germain Forestier

Études & Pédagogies

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