Comparing Machine Learning Approaches for Table Recognition in Historical Register Books

Stéphane Clinchant, Hervé Déjean, Jean-Luc Meunier, Eva Maria Lang, Florian Kleber: Comparing Machine Learning Approaches for Table Recognition in Historical Register Books. DAS2018: 133-138[CCF B类]

问题备注

  • hand-written register books

    手写登记簿的识别

方法

  • we first explain how the problem of row and column detection is modelled, and then compare two machine learning approaches (conditional random field and graph convolutional network) for detecting these table elements.

    首先解释了行列检测问题的建模方法,然后比较了两种机器学习方法(条件随机场和图卷积网络)来检测这些表元素。

  • evaluation was conducted on death records provided by the archives of the diocese of passau.

    对帕索教区档案提供的死亡记录进行了评价。

所用模型

实验

结论

启发

参考文献

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