TableStructureFormer: an improved masked-attention mask transformer model with long-distance feature aggregation and deep detail supervision for table structure recognition

Abstract Table structure recognition, as the most important subtask in image-based table recognition, recognizes the logical relationship between adjacent cells and represents the structured essence of the table. However, in reality, tables often appear in many different styles, such as those contai...

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Prif Awduron:	Chenglong Yu, Weibin Li, Zixuan Zhu, Wei Li, Jianchao Du, Shiwei Zhang
Fformat:	Artigo
Iaith:	Inglês
Cyhoeddwyd:	Springer 2025-06-01
Cyfres:	Complex & Intelligent Systems
Pynciau:	Image-based table recognition Table structure recognition Row–column segmentation Masked-attention mask transformer Dual-path adaptive weighted attention Deep detail supervision
Mynediad Ar-lein:	https://doi.org/10.1007/s40747-025-01975-w
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