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    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...

    Kuan Yang, Jianwu Fang, Tong Zhu, Jianru Xue in Proceedings of 3rd 2023 International Conf… (2024)

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    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...

    Yajie Huang, Fang Wang, Tong Zhu in Proceedings of 3rd 2023 International Conf… (2024)

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    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...

    Yunxing Zhang, Lili Liu, Tong Zhu in Proceedings of 2022 International Conferen… (2023)