Deep ancient Roman Republican coin classification via feature fusion and attention
We perform the classification of ancient Roman Republican coins via recognizing their
reverse motifs where various objects, faces, scenes, animals, and buildings are minted …
reverse motifs where various objects, faces, scenes, animals, and buildings are minted …
Ancient Roman coin recognition in the wild using deep learning based recognition of artistically depicted face profiles
I Schlag, O Arandjelovic - Proceedings of the IEEE …, 2017 - openaccess.thecvf.com
As an interesting application in the realm of cultural heritage, the challenging problem of
computer based analysis of Roman coins is attracting an increasing amount of research …
computer based analysis of Roman coins is attracting an increasing amount of research …
Automatic attribution of ancient Roman imperial coins
O Arandjelović - 2010 IEEE Computer Society Conference on …, 2010 - ieeexplore.ieee.org
Classification of coins is an important but laborious aspect of numismatics-the field that
studies coins and currency. It is particularly challenging in the case of ancient coins. Due to …
studies coins and currency. It is particularly challenging in the case of ancient coins. Due to …
Two sides of the same coin: Improved ancient coin classification using Graph Transduction Games
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 …
semisupervised learning method, namely Graph Transduction Games. Such problem is …
A Siamese transformer network for zero-shot ancient coin classification
Ancient numismatics, the study of ancient coins, has in recent years become an attractive
domain for the application of computer vision and machine learning. Though rich in research …
domain for the application of computer vision and machine learning. Though rich in research …
Reading ancient coins: automatically identifying denarii using obverse legend seeded retrieval
O Arandjelović - Computer Vision–ECCV 2012: 12th European …, 2012 - Springer
The aim of this paper is to automatically identify a Roman Imperial denarius from a single
query photograph of its obverse and reverse. Such functionality has the potential to …
query photograph of its obverse and reverse. Such functionality has the potential to …
Images of Roman imperial denarii: A curated data set for the evaluation of computer vision algorithms applied to ancient numismatics, and an overview of challenges …
O Arandjelović, M Zachariou - Sci, 2020 - mdpi.com
Automatic ancient Roman coin analysis only recently emerged as a topic of computer
science research. Nevertheless, owing to its ever-increasing popularity, the field is already …
science research. Nevertheless, owing to its ever-increasing popularity, the field is already …
Coarse-grained ancient coin classification using image-based reverse side motif recognition
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 …
coins by recognizing motifs minted on their reverse sides. Reverse motif recognition is …
Classification of ancient roman coins by denomination using colour, a forgotten feature in automatic ancient coin analysis
Y Ma, O Arandjelović - Sci, 2020 - mdpi.com
Ancient numismatics, that is, the study of ancient currencies (predominantly coins), is an
interesting domain for the application of computer vision and machine learning, and has …
interesting domain for the application of computer vision and machine learning, and has …
Ancient coin classification using reverse motif recognition: Image-based classification of roman republican coins
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 …
reverse-side motifs. The bag-of-visual-words (BoW) model is enriched with spatial …