首页> 外文期刊>Computers, Materials & Continua >An Efficient Bar Code Image Recognition Algorithm for Sorting System
【24h】

An Efficient Bar Code Image Recognition Algorithm for Sorting System

机译:用于排序系统的有效条形码图像识别算法

获取原文
获取原文并翻译 | 示例
       

摘要

In the sorting system of the production line, the object movement, fixed angle of view, light intensity and other reasons lead to obscure blurred images. It results in bar code recognition rate being low and real time being poor. Aiming at the above problems, a progressive bar code compressed recognition algorithm is proposed. First, assuming that the source image is not tilted, use the direct recognition method to quickly identify the compressed source image. Failure indicates that the compression ratio is improper or the image is skewed. Then, the source image is enhanced to identify the source image directly. Finally, the inclination of the compressed image is detected by the barcode region recognition method and the source image is corrected to locate the barcode information in the barcode region recognition image. The results of multitype image experiments show that the proposed method is improved by 5+ times computational efficiency compared with the former methods, and can recognize fuzzy images better.
机译:在生产线的分拣系统中,物体运动,固定视角,光强度等原因导致模糊模糊图像。它导致条形码识别率低,实时差。针对上述问题,提出了一种渐进式条形码压缩识别算法。首先,假设源图像未倾斜,请使用直接识别方法快速识别压缩源图像。失败表明压缩比是不正确的或图像偏斜。然后,增强源图像以直接识别源图像。最后,通过条形码区域识别方法检测压缩图像的倾斜度,并且校正源图像以在条形码区域识别图像中定位条形码信息。多元图像实验的结果表明,与前一种方法相比,该方法提高了5倍的计算效率,并且可以更好地识别模糊图像。

著录项

  • 来源
    《Computers, Materials & Continua》 |2020年第3期|1885-1895|共11页
  • 作者单位

    School of Computer Science Research Center for Cyber Security Southwest Petroleum University Chengdu 610500 China;

    School of Computer Science Research Center for Cyber Security Southwest Petroleum University Chengdu 610500 China;

    School of Computer Science Research Center for Cyber Security Southwest Petroleum University Chengdu 610500 China;

    College of Information and Software Engineering UESTC Chengdu 611731 China;

    Brunel University London Uxbridge Middlesex UB8 3PH UK;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Bar code recognition; Hough transformation; binarization; image processing;

    机译:条形码识别;霍夫转型;二值化;图像处理;
  • 入库时间 2022-08-18 22:05:38

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号