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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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D. Zahorodnia

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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

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