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The recognition and clustering of coins which have been struck by the samedie is of interest for archeological studies. Nowadays, this work can only beperformed by experts and is very tedious. In this paper, we propose a method toautomatically cluster dies, based on 3D scans of coins. It is based on threesteps: registration, comparison and graph-based clustering. Experimentalresults on 90 coins coming from a Celtic treasury from the II-Ith century BCshow a clustering quality equivalent to expert's work.

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