no code implementations • 30 Sep 2021 • Sofiane Horache, Jean-Emmanuel Deschaud, François Goulette, Katherine Gruel, Thierry Lejars, Olivier Masson
With this dataset, we propose two benchmarks, one for point cloud registration, essential for coin die recognition, and a benchmark of coin die clustering.
1 code implementation • 26 Mar 2021 • Sofiane Horache, Jean-Emmanuel Deschaud, François Goulette
We propose a method for generalizing deep learning for 3D point cloud registration on new, totally different datasets.
Ranked #2 on Point Cloud Registration on 3DMatch Benchmark
6 code implementations • 9 Oct 2020 • Thomas Chaton, Nicolas Chaulet, Sofiane Horache, Loic Landrieu
We introduce Torch-Points3D, an open-source framework designed to facilitate the use of deep networks on3D data.
no code implementations • 12 May 2020 • Sofiane Horache, Jean-Emmanuel Deschaud, François Goulette, Katherine Gruel, Thierry Lejars
The recognition and clustering of coins which have been struck by the same die is of interest for archeological studies.