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Yohann PERRON

2 accepted papers

2025

Open-Canopy: Towards Very High Resolution Forest Monitoring

CVPR 2025highlight

Estimating canopy height and its changes at meter resolution from satellite imagery is a significant challenge in computer vision with critical environmental applications. However, the lack of open-access datasets at this resolution hinders the reproducibility and evaluation of models. We introduce…

2024

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era

NeurIPS 2024spotlight

Airborne Laser Scanning (ALS) technology has transformed modern archaeology by unveiling hidden landscapes beneath dense vegetation. However, the lack of expert-annotated, open-access resources has hindered the analysis of ALS data using advanced deep learning techniques. We address this limitation…

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