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A method of automatic recognition for answer sheet

机译:一种自动识别答案表的方法

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The traditional method of recognizing an answer sheet is to use optical mark reader (OMR). A kind of OMR only recognizes a certain answer sheet with fixed format, which results in the poor universality of OMR. We propose a recognition method for answer sheet with arbitrary format. After designing the new answer sheet or using the existing ones, the printed answer sheets will become images by high-definition (HD) scanning after being filled in an exam. And the images of answer sheets will be recognized automatically by image processing techniques. According to the positioning cross found in answer sheets, the images will be corrected if they are tilted. Then candidate number recognition, option recognition and page number recognition will be carried out in the order specified by users. The method of maximum between-cluster variance will be used for candidate number recognition and option recognition. On the other hand, the page number of answer sheet will be recognized by template matching. Experimental results show that the accuracy can reach 100%. And this method can be realized easily, the cost is low, and it has good universality.
机译:传统识别答题纸的方法是使用光学标记读取器(OMR)。一种OMR只识别出具有固定格式的某个答案表,这导致OMR的普遍性差。我们为任意格式提出了答案表的识别方法。在设计新答案表或使用现有的答案表之后,在考试中填写后,通过高清(HD)扫描将成为图像的图像。答案纸张的图像将通过图像处理技术自动识别。根据在答题纸上找到的定位交叉,如果它们倾斜,图像将被校正。然后候选号码识别,选项识别和页码识别将按用户指定的顺序执行。群集差异之间的最大方法将用于候选号码识别和选项识别。另一方面,答案表的页数将被模板匹配识别。实验结果表明,准确性可达100%。并且这种方法可以容易地实现,成本低,它具有良好的普遍性。

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