Open access
Aug 2026
A Novel Study of Traffic Object Detection Based on Video Surveillance Streams
A perception-tracking-reasoning framework based on traffic rules, which is used for vehicle recognition and driving-state analysis in surveillance videos is proposed, which integrates enhanced vehicle perception, cross-frame identity association, trajectory-state modeling, and interpretable rule reasoning into a unifie...
Shu-Jing Xie, Zhi-Hao Zhang, Shuo Wang et al.
· Applied Sciences · 0 citations