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RESEARCH · arXiv cs.CV English(EN) · 5d · [2 sources]

Leveraging Morphology for Historical Script Metrological Analysis

Researchers have developed a new deep learning architecture that uses morphological analysis to extract paleographic measurements from historical scripts. This transformer-based system can learn character prototypes from line-level transcriptions, enabling scalable and stable measurements for studying script variations. The method was demonstrated on a 14th-century French manuscript, showing its potential for paleographic analysis with limited training data. AI

IMPACT Enables new quantitative methods for historical document analysis and paleography.
- arXiv
- Charles V
TOOL · Hugging Face Daily Papers English(EN) · 6d

Leveraging Morphology for Historical Script Metrological Analysis

Researchers have developed a transformer-based architecture capable of paleographic measurements from historical documents using only line-level transcriptions. This approach, which leverages prototype learning for morphological script analysis, allows for scalable and stable paleographic measurements. The system was demonstrated on a 160-page codex, showing its ability to differentiate graphical profiles and analyze subtle variations with minimal training data. AI

IMPACT Enables scalable paleographic analysis of historical documents with reduced data requirements.