We perform the classification of ancient Roman Republican coins via recognizing their
reverse motifs where various objects, faces, scenes, animals, and buildings are minted …

In this work we tackle the problem of automatic recognition of ancient coin types using a
semisupervised learning method, namely Graph Transduction Games. Such problem is …

In this paper, we propose a novel approach for the image-based classification of ancient
coins by recognizing motifs minted on their reverse sides. Reverse motif recognition is …

We propose a holistic system to classify ancient Roman Republican coins based on their
reverse-side motifs. The bag-of-visual-words (BoW) model is enriched with spatial …

Abstract The use of Artificial Intelligence (AI) to preserve and promote cultural heritage has
experienced significant growth in recent years. Among the various areas of cultural heritage …

Classification of ancient coins is a substantial part of numismatic research which needs a
large amount of expert knowledge due to the high number of classes to be considered. In …

Die analysis is an essential numismatic method, and an important tool of ancient economic
history. Yet, manual die studies are too labor-intensive to comprehensively study large …

Coins and currency are studied in the field of Numismatics. Our aim in this article is to use
the knowledge of Numismatics for the development of part of a framework for the visual …

Roman coins play an important role to understand the Roman empire because they convey
rich information about key historical events of the time. Moreover, as large amounts of coins …

In this paper we present an image-based classification method for ancient Roman
Republican coins that uses multiple sources of information. Exemplar-based classification …