@article{deeplearningadvancesinvisionbased, title = {Deep Learning Advances in Vision-Based Traffic Accident Anticipation: A Comprehensive Review of Methods,Datasets,and Future Directions}, author = {Yi Zhang and Wenye Zhou and Ruonan Lin and Xin Yang and Hao Zheng}, year = {2025}, eprint = {2505.07611}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.07611v1}, }