Study of historical Byzantine seal images: the BHAI project for computer-based sigillography

Victoria Eyharabide, Laurence Likforman-Sulem,Lucia Orlandi, Alexandre Binoux, Theophile Rageau, Qijia Huang,Attilio Fiandrotti, Beatrice Caseau,Isabelle Bloch

PROCEEDINGS OF THE 2023 INTERNATIONAL WORKSHOP ON HISTORICAL DOCUMENT IMAGING AND PROCESSING, HIP 2023(2023)

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摘要
BHAI (1) (Byzantine Hybrid Artificial Intelligence) is the first project based on artificial intelligence dedicated to Byzantine seals. The scientific consortium comprises a multidisciplinary team involving historians specialized in the Byzantine period, specialists in sigillography, and computer science experts. This article describes the main objectives of this project: data acquisition of seal images, text and iconography recognition, seal dating, as well as our current achievements and first results on character recognition and spatial analysis of personages.
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关键词
Byzantine Greek,Byzantine history,seal images,deep neural networks,character recognition,iconography recognition
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