Publications

FoMo-Bench: a multi-modal, multi-scale and multi-task Forest Monitoring Benchmark for remote sensing foundation models
Nikolaos Ioannis Bountos, Arthur Ouaknine, David Rolnick.
ArXiv 2024
[paper][code and data]

Tree semantic segmentation from aerial image time series
Venkatesh Ramesh, Arthur Ouaknine, David Rolnick.
ArXiv 2024
[paper]

OpenForest: A data catalogue for machine learning in forest monitoring
Arthur Ouaknine, Teja Kattenborn, Etienne Laliberté, David Rolnick.
Environmental Data Science 2024
[paper][code and data]

Raw High-Definition Radar for Multi-Task Learning
Julien Rebut, Arthur Ouaknine, Waqas Malik, Patrick Pérez.
CVPR 2022
[paper][code and data]

Multi-View Radar Semantic Segmentation
Arthur Ouaknine, Alasdair Newson, Patrick Pérez, Florence Tupin, Julien Rebut.
ICCV 2021
[page][paper][code][poster]

CARRADA Dataset: Camera and Automotive Radar with Range-Angle-Doppler Annotations
Arthur Ouaknine, Alasdair Newson, Julien Rebut, Florence Tupin, Patrick Pérez.
ICPR 2020
[page][paper][code][dataset][poster]

PhD thesis

Deep learning for radar data exploitation of autonomous vehicle
Arthur Ouaknine
Institut Polytechnique de Paris, Télécom Paris, 2022
[Thesis]