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The design and implementation of a Chinese financial invoice recognition system

机译:中国金融发票识别系统的设计与实现

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This paper designs and implements a financial invoice recognition system based on the features of the Chinese financial invoice. By using the linear whole block moving method in each vertical segment, a new fast algorithm is put forth to detect and rectify the slant image. To distinguish the different form types (the foundation necessary for locating the form fields, filtering the form lines, etc.), several representative form features are discussed and an invoice-type features library is built by using a semi-automatic machine study method. On the basis of the recognized invoice type, real invoice form is re-oriented against the corresponding blank form according to the invoice type feature, solving the problem of adhesion of characters and form lines, as well as the problem of characters segmentation and recognition. Based on the financial Chinese invoice image feature, a mutual rectification mechanism founded on the recognition results of financial Chinese characters and Arabic numerals is put forward to raise the recognition rate. Finally, the experimental results and conclusions are presented.
机译:本文根据中国金融发票的特点设计并实现了金融发票识别系统。通过在每个垂直段上使用线性整体块移动方法,提出了一种新的快速算法来检测和校正倾斜图像。为了区分不同的表单类型(定位表单字段,过滤表单行等所需的基础),讨论了几种代表性表单特征,并使用半自动机器学习方法构建了发票类型特征库。在识别出的发票类型的基础上,根据发票类型特征,将实际的发票形式相对于相应的空白形式重新定向,解决了字符与表格线的粘连问题,以及字符分割与识别的问题。基于财务中文发票图像特征,提出了基于财务汉字和阿拉伯数字识别结果的相互纠正机制,以提高识别率。最后,给出了实验结果和结论。

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