Search Results for author: Sofiane Horache

Found 3 papers, 2 papers with code

3D Point Cloud Registration with Multi-Scale Architecture and Self-supervised Fine-tuning

1 code implementation26 Mar 2021 Sofiane Horache, Jean-Emmanuel Deschaud, François Goulette

We present MS-SVConv, a fast multi-scale deep neural network that outputs features from point clouds for 3D registration between two scenes.

Point Cloud Registration

Torch-Points3D: A Modular Multi-Task Frameworkfor Reproducible Deep Learning on 3D Point Clouds

2 code implementations9 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.

Automatic clustering of Celtic coins based on 3D point cloud pattern analysis

no code implementations12 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.

Cannot find the paper you are looking for? You can Submit a new open access paper.