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  • 标题:Implementation of Global Localization of Intelligent Vehicle in Lane Level via Lane Marking Detection and Shape Registration
  • 本地全文:下载
  • 作者:Nikita.A.Wade ; Abhijeet. V. Shinde
  • 期刊名称:International Journal of Innovative Research in Computer and Communication Engineering
  • 印刷版ISSN:2320-9798
  • 电子版ISSN:2320-9801
  • 出版年度:2018
  • 卷号:6
  • 期号:5
  • 页码:5316-5325
  • DOI:10.15680/IJIRCCE.2018.0605043
  • 出版社:S&S Publications
  • 摘要:The lane detection and tracking is one of the challenging problems in computer vision. It is one of the key features of advanced driver assistance system. Lane detection is finding the white markings on a dark road. Lane tracking uses the previously detected lane markers and corrects/adjusts itself according to the motion model. In this paper, we implement a real-time positioning method for robotic cars in urban environments. The method uses a robust lane marking detection algorithm, as well as an efficient shape registration algorithm between the detected lane markings and a GPS-based road shape. Here, we exploit both the state-of-the-art technologies of visual localization based on lane marking detection and the wide availability of Global Positioning System (GPS) based localization. We have evaluated this method with a single forward looking camera mounted on an autonomous vehicle.
  • 关键词:Advanced Driver Assistance System; Lane detection; Lane Tracking; Vehicle Detection; Vehicle Tracking;
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