PICK: Processing Key Information Extraction from Documents using Improved Graph Learning-Convolutional Networks

Computer vision with state-of-the-art deep learning models has achieved huge success in the field of Optical Character Recognition (OCR) including text detection and recognition tasks recently. However, Key Information Extraction (KIE) from documents as the downstream task of OCR, having a large num...

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Veröffentlicht in:	2020 25th International Conference on Pattern Recognition (ICPR) S. 4363 - 4370
Hauptverfasser:	Yu, Wenwen, Lu, Ning, Qi, Xianbiao, Gong, Ping, Xiao, Rong
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 10.01.2021
Schlagworte:	Deep learning Feature extraction Information retrieval Layout Semantics Text recognition Visualization
Online-Zugang:	Volltext
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