Identification of Layout elements in Chinese academic papers based on Mask R-CNN

Ziyi Yang,Ning Li

2022 2nd International Conference on Consumer Electronics and Computer Engineering (ICCECE)(2022)

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摘要
In response to the need for automatic layout analysis of Chinese academic papers and in order to address the problem of incomplete analysis of existing layout elements, the present paper proposes a method of recognizing layout elements in Chinese academic papers based on Mask R-CNN. Firstly, data acquisition and manual annotation were conducted to construct a layout image data set of Chinese acade...
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关键词
Image recognition,Correlation,Layout,Data acquisition,Computer architecture,Manuals,Information retrieval
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