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stefanklut committed Sep 10, 2024
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Expand Up @@ -34,16 +34,7 @@ identifiers:
value: "https://github.com/stefanklut/laypa"
description: Github repo
repository-code: "https://github.com/stefanklut/laypa"
abstract: >-
We present novel software to process scans of historical
documents to extract their layout information. We do this
using a ResNet backbone with a feature pyramid head. We
extract region information directly into PageXML. For
baseline extraction, we use a two stage processing
approach. The software has been applied successfully to
several projects. The results show the feasibility to
automatically label text lines and regions in historical
documents.
abstract: "We present novel software to process scans of historical documents to extract their layout information. We do this using a ResNet backbone with a feature pyramid head. We extract region information directly into PageXML. For baseline extraction, we use a two stage processing approach. The software has been applied successfully to several projects. The results show the feasibility to automatically label text lines and regions in historical documents."
keywords:
- Datasets
- Neural networks
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