基于OCR技术的彩票数字识别

Sakchai Tangwannawit, Wanida Saetang
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引用次数: 3

摘要

不幸的是,残疾人找工作的机会很少,尤其是视障人士。他们大多靠卖彩票为生,但视障人士很难知道彩票上的数字或结果。本文提出了一种识别彩票号码的算法,并开发了一个读取和检查彩票号码的应用程序。这是通过在移动应用程序中使用Tesseract OCR引擎实现的。该程序包括以下内容,自适应阈值保持,连接成分分析,文本行和数字的位置,数字通过1和通过2的识别。应用程序的操作将从彩票中扫描出6个数字。然后,每个生成的数字将通过预先录制的声音播放。100张样本票的Alpha和Beta测试结果显示,识别效率为98.05%,奖券检查效率为100%。总之,结果表明,该应用程序具有良好的精度水平,可以成功地用于实际场景。
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Recognition of Lottery Digits Using OCR Technology
Unfortunately, there is very little opportunity for disabled people to get a job, especially for the visually impaired. Most of them survive by selling lottery tickets but it is difficult for the visually impaired to know the digits on a lottery ticket or the results. This paper presents an algorithm to recognize lottery digits and development of an application to read and check the lottery digits. This is achieved by using the Tesseract OCR engine in a mobile application. The procedure includes the following, adaptive thresh holding, connected component analysis, location of text lines and digits, recognition of digits pass 1 and pass 2. The operation of the application will result in 6 digits scanned from the lottery ticket. Then each generated digit will be played through a prerecorded voice. The results of Alpha and Beta testing with 100 sample tickets showed efficacy of recognition and prize checking at 98.05% and 100% respectively. In conclusion, the results showed that the application has a good accuracy level and can be use in a real world scenario successfully.
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