Mohd Khizam Md Ali

From Detection to Decision: Linking Automated Traffic Extraction with Congestion Indicators

Traffic congestion is a persistent challenge in rapidly urbanizing regions, including Penang Island, Malaysia, where growing vehicle demand increasingly exceeds road capacity. Quantitative understanding of traffic dynamics is therefore essential for evidence-based traffic management and infrastructure planning. While p...