手抄本的机器年代测定

Ninth International Conference on Document Analysis and Recognition (ICDAR 2007) Pub Date : 2007-09-23 DOI:10.1109/ICDAR.2007.4377017

Utpal Garain, S. K. Parui, T. Paquet, L. Heutte

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引用次数: 7

摘要

本文介绍了一项手写体手稿自动测年的开创性研究。笔迹风格的分析是年代测定方法的核心。最初，人们假设一份手稿可以通过观察它的写作方式来确定它的年代，达到一定程度的准确性。然后用已知日期的真实样本验证该假设。提出了手写体手稿机器定年的一般框架。法国著名小说家古斯塔夫·福楼拜(Gustave Flaubert, 1821- 1880)在一个包含他手稿的数据库中进行了实验，结果显示，当手稿的日期在5个日历年的范围内时，其准确写作年份的准确率为62%。

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Machine Dating of Handwritten Manuscripts

This paper presents a pioneering study on automatic dating of handwritten manuscripts. Analysis of handwriting style forms the core of the dating method. Initially, it is hypothesized that a manuscript can be dated, to a certain level of accuracy, by looking at the way it is written. The hypothesis is then verified with real samples of known dates. A general framework is proposed for machine dating of handwritten manuscripts. Experiments on a database containing manuscripts of Gustave Flaubert (1821- 1880), the famous French novelist reports about 62% accuracy when manuscripts are dated within a range of five calendar years with respect to their exact year of writing.

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Ninth International Conference on Document Analysis and Recognition (ICDAR 2007)

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