Guangdong Wang

Empowering Multimodal Road Traffic Profiling with Vision Language Models and Frequency Spectrum Fusion

With the rapid urbanization in the modern era, smart traffic profiling based on multimodal sources of data has been playing a significant role in ensuring safe travel, reducing traffic congestion and optimizing urban mobility. Most existing methods for traffic profiling on the road level usually uti