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camera ready version
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@@ -366,25 +366,19 @@ <h1>Leveraging Morphology for Historical<br>Script Metrological Analysis</h1>
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<!-- ══════════════════════════════════════
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TL;DR
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<section>
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<p>
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Paleographic analysis — the study of historical handwriting — still relies heavily on expert eye and subjective comparison. Computational approaches have made progress in recognizing text and extracting character shapes (<em>morphology</em>), but they rarely produce the kind of quantitative measurements (<em>metrology</em>) that are needed for reproducible, large-scale study.
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Paleographic analysis — the study of historical handwriting — still relies heavily on expert eye and subjective comparison. Computational approaches have made progress in recognizing text and extracting character shapes (<em>morphology</em>), but they rarely produce the kind of <strong>quantitative measurements</strong> (<em>metrology</em>) that are needed for <strong>reproducible, large-scale study</strong>.
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<ul class="highlights">
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Contributions:
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<li>We bridge morphological and metrological paleographic analysis by defining
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measurements based on character prototype alignments, opening the way for
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more consistent and scalable metrological analysis; </li>
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<li>we introduce an architecture and training strategy that brings together detection-based character recognition and prototype-based modeling, which improves
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results, stability, efficiency, and enables us to perform our paleographic measurements;</li>
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<li> we demonstrate the effectiveness of our approach and measures through a case study, outlining their potential for fine-grained analysis and discovery beyond
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<li>We <strong>bridge morphological and metrological paleographic analysis</strong> by defining
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measurements based on <strong>character prototype alignments</strong>, opening the way for
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more consistent and scalable metrological analysis;</li>
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<li>we introduce an <strong>architecture and training strategy</strong> that brings together <strong>detection-based character recognition</strong> and <strong>prototype-based modeling</strong>, which improves
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results, stability, efficiency, and enables our paleographic measurements;</li>
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<li>we demonstrate the effectiveness of our approach through a <strong>case study</strong>, outlining its potential for <strong>fine-grained analysis and discovery</strong> beyond
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hand recognition.</li>
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@@ -471,6 +465,7 @@ <h3>Text-line annotations of Paris, BnF, fr. 2813</h3>
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