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Dual-Image vision–language framework with expert knowledge for automated fine-grained mint-state coin grading

Author:

Melaku N. Getahun,Dmitry Anikin,Alexander Shmatok,Makar Korchagin,Alexey Zaytsev,Andrey Somov

Publication:

Expert Systems with Applications

Publisher:

Elsevier

Date:

15 December 2026

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