Urban Mobility Insights from CCTV: A Deep Learning Approach to Traffic Flow Monitoring

This study explores the feasibility of using closed-circuit television (CCTV) data and computer vision methods, particularly YOLO (You Only Look Once) and ByteTrack, for traffic flow monitoring in Pavia, Iloilo. Two 24-hour videos from opposing lanes of a major road section were processed using YOLO...

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Үндсэн зохиолчид:	M. G. Ugalino Jr., A. F. P. Florin, Ma. B. A. I. Zamora, L. J. A. Aporto, L. M. Garcia, P. F. R. Maralit, K. E. M. Aguilan, J. D. D. Casisirano, K. M. C. Tablang, F. J. O. Pamittan, D. C. Fargas Jr., C. J. S. Sarmiento
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Copernicus Publications 2026-02-01
Цуврал:	The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Онлайн хандалт:	https://isprs-archives.copernicus.org/articles/XLVIII-5-W4-2025/237/2026/isprs-archives-XLVIII-5-W4-2025-237-2026.pdf
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