-
Chapter and Conference Paper
Accident-CLIP: Text-Video Benchmarking for Fine-Grained Accident Classification in Driving Scenes
Road accident classification which is an essential but rarely explored problem in the safe driving field. The core issue of accident classification is to learn the feature representation for partitioning diffe...
-
Chapter and Conference Paper
Prediction of Traffic Participant Behavior in Driving Environment Based on Counterfactual Inference
To travel safely and efficiently in complex traffic scenarios, autonomous vehicles need to be able to accurately predict the intentions and future behaviors of surrounding traffic participants. Nowadays, the b...
-
Chapter and Conference Paper
Extracting Traffic Conflict at Urban Intersection Using Deep Learning Trajectory Detection
Urban road intersections are the key nodes of urban road network with a mass of traffic flow confliction, which often result in traffic accidents. Therefore, automated conflict detection is crucial for traffic...