A Robust Framework for One-Shot Key Information Extraction via Deep Partial Graph Matching

Text field labelling plays a key role in Key Information Extraction (KIE) from structured document images. However, existing methods ignore the field drift and outlier problems, which limit their performance and make them less robust. This paper casts the text field labelling problem into a partial...

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Publié dans:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 33(2024) vom: 01., Seite 1070-1079
Auteur principal: Yao, Minghong (Auteur)
Autres auteurs: Liu, Zhiguang, Zhuang, Liansheng, Wang, Liangwei, Li, Houqiang
Format: Article en ligne
Langue:English
Publié: 2024
Accès à la collection:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Sujets:Journal Article