Field Extraction Based on Two-level Regulated HMT in Auto Form Processing

Xiuling He, Yang Yang, Zengzhao Chen, Ying Yu, Cailin Dong
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引用次数: 1

Abstract

Data fields in a form contain invaluable information so that field data extraction is important in form processing. Most conventional data extraction methods depend on the line frames. However there are many types of forms such as table-form and non table-form that are without line frames and popularly used in our daily lives as well. A new field locating method using priori knowledge is proposed. It is based on two-level regulated hit or miss transform features of form background. The feasibility of the method is proved theoretically. Experiments and application show that it is several dozen times faster than ordinary regulated hit or miss transform and the correct rate is satisfied with real applications
自动表单处理中基于两级调节HMT的字段提取
表单中的数据字段包含宝贵的信息,因此字段数据提取在表单处理中非常重要。大多数传统的数据提取方法依赖于线帧。然而,也有许多类型的形式,如桌式和非桌式,它们没有线框,在我们的日常生活中也广泛使用。提出了一种利用先验知识进行场定位的新方法。该算法基于表单背景的两级调节命中或未命中变换特征。从理论上证明了该方法的可行性。实验和应用表明,该方法比普通的稳压脱靶变换快几十倍,正确率满足实际应用要求
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