• RUBA SRI R
• ANUSHANTH S
• BHAVADHARANI V
• SANGEERTHANAN S
• SATHISKUMAR K

A This invention presents an integrated system for spatiotemporal analysis of traffic flow at Singanallur Junction, Coimbatore. The system combines sensors, signal logs, and real-time video to capture continuous vehicle movement and produce high-accuracy traffic datasets. Machine learning techniques classify multiple vehicle types and map variations in density, speed, and queue patterns across different time periods. The platform identifies congestion points, predicts future traffic loads, and evaluates signal performance to recommend optimized timings. It also highlights safety risks related to lane behavior and pedestrian conflicts. Designed for smart-city use, the system supports centralized monitoring and can be scaled across other major intersections.

traffic flow, traffic analysis, real time measurement, vehicle congession

"SPATIOTEMPORAL ANALYSIS OF URBAN TRAFFIC FLOW ANALYSIS AT SINGANALLUR JUNCTION, COIMBATORE", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.12, Issue 11, page no.e38-e42, November-2025, Available :http://www.jetir.org/papers/JETIR2511405.pdf

"SPATIOTEMPORAL ANALYSIS OF URBAN TRAFFIC FLOW ANALYSIS AT SINGANALLUR JUNCTION, COIMBATORE", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.12, Issue 11, page no. ppe38-e42, November-2025, Available at : http://www.jetir.org/papers/JETIR2511405.pdf