Use of colour in form layout analysis

W. Wong, N. Sherkat, Tony Allen
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引用次数: 2

Abstract

Colour has long been viewed as one of the unnecessary features in any form processing system, due not only to the large storage requirement and computational cost its inclusion imposes but also to the complexities of hue, chroma and brightness variation. However, as technology has advanced and computing costs have reduced, the processing of documents in colour has now become practical. This paper describes a prototype form extraction system that utilises colour information to help facilitate data extraction from a form. Blank forms are first automatically analysed to obtain their layout, colour and statistical information. The filled data is then extracted from the filled forms using techniques based upon the colour characteristic changes that have occurred with respect to the blank form. The improved performance of the proposed method has been verified by comparing the processing time, data extraction precision and recall rate of the proposed system to that of an archetypal black and white form extraction system.
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在表格布局分析中使用颜色
长期以来,颜色一直被认为是任何形式处理系统中不必要的特征之一,这不仅是因为它的存储需求和计算成本很大,而且还因为色调、色度和亮度变化的复杂性。然而,随着技术的进步和计算成本的降低,处理彩色文件现在已经变得可行。本文描述了一个原型表单提取系统,该系统利用颜色信息来帮助从表单中提取数据。首先自动分析空白表单以获得其布局、颜色和统计信息。然后使用基于相对于空白表单发生的颜色特征变化的技术从已填写的表单中提取已填写的数据。通过将该方法的处理时间、数据提取精度和召回率与典型的黑白表单提取系统进行比较,验证了该方法的改进性能。
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