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A new way of classifying ceramics using the Bag of Words (BoW) model

05 - 08 sep

10 a 15 horas

Barcelona, España

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A new way of classifying ceramics using the Bag of Words (BoW) model

Congreso de la European Association of Archaeologists 

Ponente. Diego Jiménez Badillo

In this presentation, it was proposed the “Bag of Words” (BoW) model for the description and classification of archaeological potsherds. Initially BoW was developed to analyse text documents statistically in order to improve the classification and retrieval of their contents. In this case, the investigators adjusted the approach to represent, recognize and classify the shape of archaeological sherds in 3D. The bag-of-words model could be used to classify artefacts as well.

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