首页> 外国专利> METHOD AND APPARATUS FOR RECOGNIZING SPEED-LIMIT SIGN BASED ON IMAGE PROCESSING

METHOD AND APPARATUS FOR RECOGNIZING SPEED-LIMIT SIGN BASED ON IMAGE PROCESSING

机译:基于图像处理的限速信号识别方法及装置

摘要

The present invention relates to a method and an apparatus for detecting a speed-limit sign and recognizing a speed limit by using YUV color space conversion and an AdaBoost classifier. More specifically, the apparatus comprises: an image receiving unit receiving an image captured by using a camera; a color space conversion unit converting a color space of the received image; an image processing unit emphasizing the color characteristics of a sign in the image in which the color space is converted; a region of interest detecting unit detecting a region of interest in the image in which the color characteristics are emphasized; and an information recognizing unit recognizing information from the detected region of interest. The method for detecting a speed-limit sign, proposed by the present invention, converts an obtained image into a YUV color space, obtains only a U channel to which a weight is assigned, detects a speed sign area from the obtained U channel by using the AdaBoost classifier based on Haar, and recognizes a speed limit, thereby improving recognition performance and accurately recognizing the speed sign even in a situation where the color characteristics may be altered.;COPYRIGHT KIPO 2019
机译:本发明涉及一种通过使用YUV颜色空间转换和AdaBoost分类器来检测限速符号并识别限速的方法和设备。更具体地,该设备包括:图像接收单元,其接收通过使用照相机捕获的图像;以及颜色空间转换单元转换接收到的图像的颜色空间;图像处理单元,其强调在转换了色彩空间的图像中的符号的色彩特性;感兴趣区域检测单元,检测图像中强调色彩特性的感兴趣区域;信息识别单元从检测到的关注区域中识别信息。本发明提出的限速信号检测方法,将获得的图像转换为YUV色彩空间,仅获得分配了权重的U通道,通过使用COPYRIGHT KIPO 2019;基于Haar的AdaBoost分类器,并识别速度限制,从而提高识别性能并准确识别速度标志,即使在色彩特性可能发生变化的情况下也是如此。

著录项

相似文献

  • 专利
  • 外文文献
  • 中文文献
获取专利

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