Abductive Ego-View Accident Video Understanding for Safe Driving Perception

Jianwu Fang, Lei-lei Li, Junfei Zhou, Junbin Xiao, Hongkai Yu, Chen Lv, Jianru Xue, and Tat-Seng Chua.

In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024

Causal-Entity Reflected Egocentric Traffic Accident Video Synthesis

Lei-lei Li1, Jianwu Fang, Junbin Xiao, Shanmin Pang, Hongkai Yu, Chen Lv, Jianru Xue, and Tat-Seng Chua.

In IEEE/CVF Conference on Computer Vision, 2025

EQ-TAA: Equivariant Traffic Accident Anticipation via Diffusion-Based Accident Video Synthesis

Jianwu Fang, Lei-Lei Li, Zhedong Zheng, Hongkai Yu, Jianru Xue, Zhengguo Li, and Tat-Seng Chua.

In IEEE Transactions on Multimedia, 2025