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Exploring the "Great Unseen" in Medieval Manuscripts: Instance-Level Labeling of Legacy Image Collections with Zero-Shot Models

2025/11/10 by Meinecke, Christofer, Guéville, Estelle, Wrisley, David Joseph
Computer Science · Arts and Humanities · #Handwritten Text Recognition Techniques #Digital Humanities and Scholarship #Image Processing and 3D Reconstruction

paper · doi:10.48550/arxiv.2511.07004

Abstract

We aim to theorize the medieval manuscript page and its contents more holistically, using state-of-the-art techniques to segment and describe the entire manuscript folio, for the purpose of creating richer training data for computer vision techniques, namely instance segmentation, and multimodal models for medieval-specific visual content.

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