車両安全マネジメントシステム
Vehicle Safety Management System
YOLOとステレオビジョンを組み合わせて前方車両を検出・距離推定し、後続車に安全な追い越し距離を色光で知らせるリアルタイム追い越し支援システムを提案した。
著者: Chanthini Bhaskar, Bharath Manoj Nair, Dev Mehta
分類: cs.CV, cs.RO, eess.IV
原文アブストラクト
Overtaking is a critical maneuver in driving that requires accurate information about the location and distance of other vehicles on the road. This study suggests a real-time overtaking assistance system that uses a combination of the You Only Look Once (YOLO) object detection algorithm and stereo vision techniques to accurately identify and locate vehicles in front of the driver, and estimate their distance. The system then signals the vehicles behind the driver using colored lights to inform them of the safe overtaking distance. The proposed system has been implemented using Stereo vision for distance analysis and You Only Look Once (YOLO) for object identification. The results demonstrate its effectiveness in providing vehicle type and the distance between the camera module and the vehicle accurately with an approximate error of 4.107%. Our system has the potential to reduce the risk of accidents and improve the safety of overtaking maneuvers, especially on busy highways and roads.