Descriptive catalogue of a cabinet of Roman family coins belonging to the Duke of Northumberland,

Mode of access: Internet.

Numismatica di Lipara /

Contains bibliographical references.

Iconografia romana /

Frontispiece port. of Visconti and [23] leaves of plates (most folded) etched/engraved by Locatelli.

L'historia avgvsta da Givlio Cesare a Constantino il Magno /

Includes indexes.

Numismatique constantinienne; iconographie et chronologie; description historique des émissions monétaires;

Includes bibliographical references.

Mémoire sur les voyages de l'Empereur Hadrien et sur les médailles qui s'y rapportent /

Mode of access: Internet.

Nachträge und Berichtigungen zur Münzkunde der Römischen Republik : im Anschluss an Babelon's Verzeichniss der Consular-Münzen /

Vol. 3 pub. at Hildesheim.

Die antiken Münzen

Earlier edition has title: Münzen und Medaillen.

Antike Münzbilder im humanistischen Unterricht.

"Zusammenstellung der einschlägigen und benützten literatur": p. v-vi.

Opere storico-numismatiche e descrizione illustrata della sue raccolte in Milano.

"Di questo volume pubblicato il 20 Giugno 1870, si stamparono copie 304 ordinatamente numerati. N. 213".

Selectiora numismata in aere maximi moduli, e museo illustrissimi D.D. Francisci de Camps ... /

Includes indexes.

Numismata imperatorum romanorum praestantiora a Julio Caesare ad Postumum usque /

Head- and tailpieces; initials.

Münzen und Medaillen.

Mode of access: Internet.

Considérations générales sur l'évaluation des monnaies grecques et romaines, et sur la valeur de l'or et de l'argent avant la découverte de l'Amérique. Lues à l'Académie dans les séances des 30 mai, 13 et 27 juin et 11 juillet 1817.

Bibliographical footnotes.

Automatic attribution of ancient Roman imperial coins

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 the way they were manufactured, as well as wear from use and exposure to chemicals in the soil, the same ancient coin type can exhibit great variability in appearance. We demonstrate that geometry-free models of appearance do not perform better than chance on this task and that only a small improvement is gained by previously proposed models of combined appearance and geometry. Thus, our first major contribution is a new type of feature which is efficient in terms of computational time and storage requirements, and which effectively captures geometric configurations between descriptors corresponding to local features. Our second contribution is a description of a fully automatic system based on the proposed features, which robustly localizes, segments out and classifies coins from cluttered images. We also describe a large database of ancient coins that we collected and which will be made publicly available. Finally, we report the results of empirical comparison of different coin matching techniques. The features proposed in this paper are found to greatly outperform existing methods.