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Extraction and classification of historical stamp cards using computer vision

Authors :
Kenzo, Milleville
Krishna, Kumar Thirukokaranam Chandrasekar
Blyau Thibault
Iannello Aurora
Michelucci Umberto
Verstockt Steven
Source :
DH Benelux 2022 : RE-MIX : creation and alteration in DH, Proceedings
Publication Year :
2022

Abstract

The digitization of historical documents has led to a surge in digital and cultural heritage research, highlighting the need for automated tools to process and enrich these collections. Annotating them with rich metadata will improve their accessibility and open new research opportunities. This work details a computer vision-based annotation pipeline, with limited manual annotation to facilitate studies of the Italian economy at the beginning of the last century.

Details

Language :
English
Database :
OpenAIRE
Journal :
DH Benelux 2022 : RE-MIX : creation and alteration in DH, Proceedings
Accession number :
edsair.doi.dedup.....d50c7283c44c6b50755d39a32629f3a9