基于实时视觉的前车跟踪与识别

Hao-Yuan Chang, Chih-Ming Fu, Chung-Lin Huang
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引用次数: 32

摘要

本文提出了一种包括道路区域查找、车辆足迹提取和车辆边界盒提取在内的车辆前置式跟踪检测系统。我们的方法检测车辆在道路区域内的足迹,以避免圈定器的错误检测。通过对前车的提取,有效地对车辆进行跟踪,并对过往车辆和远处车辆进行检测。然后,我们还提出了距离度量公式。通过摄像机标定过程和消失点检测过程,可以准确地计算出与前车的距离。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Real-time vision-based preceding vehicle tracking and recognition
This paper proposes a preceding vehicle tracking and detection system which includes road area finding, vehicle footprint extraction, and vehicle bounding box extraction. Our method detects the footprint of the vehicle inside the road area to avoid the false detection of delineators. By extracting the preceding vehicle, we effectively track the vehicles, and detect the passing car and distant car. Then, we also propose the distance measure formula. Through camera calibration process and vanishing point detection process, we can calculate the distance to the preceding vehicle accurately.
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