Motorcycle and Vehicle Detection for Applications in Road Safety and Traffic Monitoring Systems

• Main Authors: Cruz, Gerson Gerard L, Litonjua, Aaron, San Juan, Alysia Noreen P, Libatique, Nathaniel Joseph C, Tan, Marion Ivan L, Honrado, Jaime Luis E
• Format: text
• Published: Archīum Ateneo 2022
• Subjects: monitoring systems; object detection; object tracking and counting; OpenCV; road safety; YOLOv4; Computer Sciences; Electrical and Computer Engineering; Engineering; Other Electrical and Computer Engineering; Systems and Communications
• Online Access: https://archium.ateneo.edu/ecce-faculty-pubs/130; https://doi.org/10.1109/GHTC55712.2022.9910992
• Institution: Ateneo De Manila University

Motorcycles are becoming increasingly common in middle to low-income countries as cheaper alternatives to fourwheeled vehicles. The reliance on motorcycle-based services has also seen a substantial increase in popularity, leading to a greater proportion of motorcycles on the road. The increase in mo...