In this paper, aiming at the problem that the signal lamp mechanical scheme seriously obstructs the intersection traffic, the target detection model and target tracking model are established with the help of YOLO algorithm and IoU algorithm. According to the results of the model, the time period of traffic congestion is obtained, and a reasonable scheme is proposed to improve the congestion problem when vehicles pass the intersection, so that the intersection signal light is more intelligent.
YOLOC: A Vehicle Counting Method for Surveillance Video Based on YOLO
01.10.2021
1407570 byte
Aufsatz (Konferenz)
Elektronische Ressource
Englisch
Machine Vison-Based System for Vehicle Classification and Counting Using YOLO
Springer Verlag | 2022
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