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Author

Khrystyna Lipianina-Honcharenko

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2 papers indexed here

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Conference Sep 2026

Benchmarking Classical Preprocessing Pipelines for Multilingual Archival Handwriting Analysis

The digital processing of archival handwritten documents is challenging due to degradation, heterogeneous backgrounds, noise, and variability of multilingual graphemes. This paper presents a systematic comparison of seven classical preprocessing methods for handwritten image analysis on a multilingual dataset comprisin...

Khrystyna Lipianina-Honcharenko, A. Ivasechko, D. Zahorodnia et al. · 0 citations
Review Open access Sep 2026

AI-ASSISTED PIPELINE FOR SEMI-AUTOMATIC CONSTRUCTION OF HTR CORPORA FROM HISTORICAL DOCUMENTS

This paper presents an improved software application for the semi-automatic annotation of handwritten words from historical documents using a CRNN deep learning model. The proposed approach integrates an artificial intelligence module directly into the annotation process, automatically generating a preliminary transcri...

A. Ivasechko, Khrystyna Lipianina-Honcharenko · 0 citations

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