MPOCSR: optical chemical structure recognition based on multi-path Vision Transformer

Abstract Optical chemical structure recognition (OCSR) is a fundamental and crucial task in the field of chemistry, which aims at transforming intricate chemical structure images into machine-readable formats. Current deep learning-based OCSR methods typically use image feature extractors to extract...

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Bibliografski detalji

Glavni autori:	Fan Lin, Jianhua Li
Format:	Artigo
Jezik:	Inglês
Izdano:	Springer 2024-07-01
Serija:	Complex & Intelligent Systems
Teme:	Optical chemical structure recognition Deep learning Multi-path Vision Transformer Encoder–decoder architecture
Online pristup:	https://doi.org/10.1007/s40747-024-01561-6
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