标题:A method of automatic recognition for answer sheet
作者:Xia, Yingjie ;Yu, Xiangru ;Chen, Rui ;Li, Jinping ;Wu, Xiang
作者机构:[Xia, Yingjie ;Yu, Xiangru ;Li, Jinping ;Wu, Xiang ] School of Information Science and Engineering, University of Jinan, Jinan; 250022, China;[Chen, R 更多
会议名称:3rd International Workshop on Pattern Recognition, IWPR 2018
会议日期:May 26, 2018 - May 28, 2018
来源:Proceedings of SPIE - The International Society for Optical Engineering
出版年:2018
卷:10828
DOI:10.1117/12.2501869
摘要: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.
© 2018 SPIE.
收录类别:EI
资源类型:会议论文
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