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SYSTEM AND METHOD FOR TRACKING VEHICLE BASED ON TEMPLATE MATCHING

机译:基于模板匹配的车辆跟踪系统及方法

摘要

The present invention discloses a system and method for tracking a vehicle based on template matching. The system for tracking a vehicle according to an aspect of the present invention includes a candidate group detection part that detects a vehicle candidate group from a plurality of pyramid images of each frame image through shape-based learning; a non-maximum suppression (NMS) extracting part for grouping a similar vehicle candidate group using NMS and outputting a candidate region; a tracking part for tracking the position of the candidate region by a Kalman filter; and a template matching part which matches a reference template generated at the start of tracking with the position of the candidate region that is tracked later and reflects the matching result to the candidate vehicle group to be detected.;COPYRIGHT KIPO 2018
机译:本发明公开了一种基于模板匹配来跟踪车辆的系统和方法。根据本发明的一个方面的车辆跟踪系统包括候选组检测部分,该候选组检测部分通过基于形状的学习从每个帧图像的多个金字塔图像中检测车辆候选组。非最大抑制(NMS)提取部分,用于使用NMS对相似的车辆候选组进行分组并输出候选区域;跟踪部分,用于通过卡尔曼滤波器跟踪候选区域的位置;模板匹配部分,其将在跟踪开始时生成的参考模板与稍后跟踪的候选区域的位置进行匹配,并将匹配结果反映到要检测的候选车辆组。COPYRIGHTKIPO 2018

著录项

  • 公开/公告号KR20180048519A

    专利类型

  • 公开/公告日2018-05-10

    原文格式PDF

  • 申请/专利权人 HYUNDAI MOTOR COMPANY;

    申请/专利号KR20180049072

  • 发明设计人 PARK TAE GON;CHOI JIN HYUK;

    申请日2018-04-27

  • 分类号G06T7/246;G06T7/149;G06T7/33;G08G1/133;

  • 国家 KR

  • 入库时间 2022-08-21 12:40:09

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