A Real-Time Vehicle Counting, Speed Estimation, and Classification System Based on Virtual Detection Zone and YOLO

In recent years, vehicle detection and classification have become essential tasks of intelligent transportation systems, and real-time, accurate vehicle detection from image and video data for traffic monitoring remains challenging. The most noteworthy challenges are real-time system operation to ac...

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Veröffentlicht in:	Mathematical problems in engineering 2021-11, Vol.2021, p.1-10
Hauptverfasser:	Lin, Cheng-Jian, Jeng, Shiou-Yun, Lioa, Hong-Wei
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Algorithms Artificial intelligence Artificial neural networks Audio data Classification Credibility Datasets Deep learning Intelligent transportation systems Mathematical problems Monitoring Monitoring systems Neural networks Probabilistic models Real time operation Traffic flow Traffic management Traffic speed Vehicles Video data
Online-Zugang:	Volltext
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