A neural model for text localization, transcription and named entity recognition in full pages.

Manuel Carbonell,Alicia Fornés,Mauricio Villegas,Josep Lladós

Pattern Recognition Letters（2020）

引用 33|浏览31

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摘要

•The network localizes, transcribes and recognizes named entities in full page images.•The model benefits from task interdependence and bi-dimensional structure.•Exhaustive valuation on mixed printed and handwritten documents.

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关键词

Document image analysis,Information extraction,Text detection,Handwritten text recognition,Named entity recognition,Deep neural networks,Multi-task learning

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