1 code implementation • 5 Apr 2024 • Patrick Ebel, Brandon Victor, Peter Naylor, Gabriele Meoni, Federico Serva, Rochelle Schneider
Hurricanes and coastal floods are among the most disastrous natural hazards.
1 code implementation • 28 Jul 2023 • Peter Naylor, Diego Di Carlo, Arianna Traviglia, Makoto Yamada, Marco Fiorucci
We outperform the previous methods by a margin of 10% in the intersection over union metric.
1 code implementation • 14 Feb 2023 • Marco Fiorucci, Peter Naylor, Makoto Yamada
The method is based on unbalanced optimal transport and can be generalised to any change detection problem with LiDAR data.
1 code implementation • 22 Jul 2022 • Peter Naylor, Yao-Hung Hubert Tsai, Marick Laé, Makoto Yamada
Recent developments in self-supervised learning give us the possibility to further reduce human intervention in multi-step pipelines where the focus evolves around particular objects of interest.