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Method and Device for License Plate Positioning

机译:车牌定位方法及装置

摘要

Embodiments of the present application provide a license plate location method and apparatus. The method includes: acquiring a to-be-located license plate image; sending the to-be-located license plate image to a target network for license plate location; wherein, the target network comprises a feature extraction layer and a regression layer; extracting, by the feature extraction layer, a feature value of the to-be-located license plate image, and sending the feature value to the regression layer; acquiring a combination of a license plate frame area and a license plate character area, which is obtained by the regression layer based on the feature value; and determining a license plate area of the to-be-located license plate image based on a location area corresponding to the acquired combination. The target network is pre-trained by sample license plate images; the sample license plate images include positive sample license plate images, and the positive sample license plate images include combinations of license plate frame areas and license plate character areas. With the technical solutions according to embodiments of the present application, the accuracy of the license plate location can be improved.
机译:本申请的实施例提供了一种车牌定位方法和装置。该方法包括:获取待定位的车牌图像;将待定位的车牌图像发送到目标网络进行车牌定位;其中,目标网络包括特征提取层和回归层。所述特征提取层提取所述待定位车牌图像的特征值,并将所述特征值发送至所述回归层;获取车牌框区域和车牌字符区域的组合,该组合是通过回归层基于特征值获得的;根据获取的组合对应的位置区域,确定待定位车牌图像的车牌面积。目标网络已通过样本车牌图像进行了预训练;样本车牌图像包括正样本车牌图像,正样本车牌图像包括车牌框架区域和车牌字符区域的组合。通过本发明实施例的技术方案,可以提高车牌定位的准确性。

著录项

  • 公开/公告号US2020125876A1

    专利类型

  • 公开/公告日2020-04-23

    原文格式PDF

  • 申请/专利权人 HANGZHOU HIKVISION DIGITAL TECHNOLOGY CO. LTD.;

    申请/专利号US201716473787

  • 发明设计人 XIAOHUI CAI;

    申请日2017-10-18

  • 分类号G06K9/32;G06K9/46;G06K9/62;G06F17/18;

  • 国家 US

  • 入库时间 2022-08-21 11:23:16

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