Ordinal Scale Traffic Congestion Classification with Multi-Modal Vision-Language and Motion Analysis

Yu-Hsuan Lin

Accurate traffic congestion classification is essential for intelligent transportation systems and real-time urban traffic management. This paper presents a multimodal framework co…