首页> 外文期刊>Programming and Computer Software >Video-Based Content Recognition of Bank Cards with Mobile Devices
【24h】

Video-Based Content Recognition of Bank Cards with Mobile Devices

机译:基于视频的内容识别移动设备的银行卡

获取原文
获取原文并翻译 | 示例

摘要

In this paper, we propose an algorithm for detection and recognition of all information fields at the bank card front side based on video sequences. The algorithm is intended for use on mobile devices. This algorithm consists of the following basic steps: detection of the card boundaries in a frame, segmenting the information fields, improving the quality of segments, localizing the boundaries of symbols, and recognizing blocks of symbols. We also conduct a series of experiments. Experimental results show that our algorithm can achieve higher detection rates of 88% for all information fields and 92.5% for the bank card number and expiration date. The processing time per frame at different resolutions for each step by using iPhone 7 is presented. The experimental results confirm the efficiency of the proposed approach.
机译:本文基于视频序列提出了一种用于检测和识别银行卡前侧的所有信息字段的算法。该算法旨在用于移动设备。该算法包括以下基本步骤:检测帧中的卡边界,分割信息字段,提高段的质量,本地化符号的边界,识别符号块。我们还进行了一系列实验。实验结果表明,我们的算法可以获得所有信息字段的较高的检测率为88%,为银行卡号和到期日期为92.5%。呈现了通过使用iPhone 7的每个步骤的不同分辨率下每个帧的处理时间。实验结果证实了所提出的方法的效率。

著录项

  • 来源
    《Programming and Computer Software》 |2020年第6期|373-383|共11页
  • 作者单位

    Zhejiang Shuren Univ Shuren St 8 Hangzhou 310015 Peoples R China;

    Zhejiang Shuren Univ Shuren St 8 Hangzhou 310015 Peoples R China;

    Polotsk State Univ Ul Blokhina 29 Novopolotsk 211440 BELARUS;

    Polotsk State Univ Ul Blokhina 29 Novopolotsk 211440 BELARUS;

    Belarusian State Univ Pr Nezavisimosti 4 Minsk 220030 BELARUS|Natl Acad Sci Belarus United Inst Informat Problems Ul Surganova 6 Minsk 220012 BELARUS;

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

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