2 papers
cs.CV2026
Bridging the Modality Gap in Roadside LiDAR: A Training-Free Vision-Language Model Framework for Vehicle Classification
Yiqiao Li, Bo Shang, Jie Wei
Fine-grained truck classification is critical for intelligent transportation systems (ITS), yet current LiDAR-based methods face scalability challenges due to their reliance on sup…
cs.CV2025
Investigating Vision-Language Model for Point Cloud-based Vehicle Classification
Yiqiao Li, Jie Wei, Camille Kamga
Heavy-duty trucks pose significant safety challenges due to their large size and limited maneuverability compared to passenger vehicles. A deeper understanding of truck characteris…