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Simone Marinai

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Book Open access Aug 2026

Towards Automated P&ID Digitization: Graph-Based OCR Consolidation and Global Symbol-Tag Association

This paper presents an end-to-end framework for automatic instrument-tag extraction and association from scanned P&IDs, and demonstrates accurate tag reconstruction, highly reliable symbol-tag associations, and a substantial reduction in manual annotation effort, providing an effective foundation for large-scale P&ID d...

Nguinwa Mbakop Dimitri Romaric, Simone Marinai · 0 citations

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