A Dynamic Spatial-temporal Attention Network for Early Anticipation of
Traffic Accidents

A Dynamic Spatial-temporal Attention Network for Early Anticipation of Traffic Accidents

18 June 2021

Muhammad Monjurul Karim

Papers citing "A Dynamic Spatial-temporal Attention Network for Early Anticipation of Traffic Accidents"

18 / 18 papers shown

Title
Deep Learning Advances in Vision-Based Traffic Accident Anticipation: A Comprehensive Review of Methods,Datasets,and Future Directions Yi Zhang Wenye Zhou Ruonan Lin Xin Yang Hao Zheng 31 0 0 12 May 2025
Nexar Dashcam Collision Prediction Dataset and Challenge Daniel C. Moura Shizhan Zhu Orly Zvitia 68 1 0 05 Mar 2025
Real-time Accident Anticipation for Autonomous Driving Through Monocular Depth-Enhanced 3D Modeling Haicheng Liao Yongkang Li Chengyue Wang Songning Lai Zhenning Li Zilin Bian Jaeyoung Lee Zhiyong Cui Guohui Zhang Chengzhong Xu 38 8 0 02 Sep 2024
CRASH: Crash Recognition and Anticipation System Harnessing with Context-Aware and Temporal Focus Attentions Haicheng Liao Haoyu Sun Huanming Shen Chengyue Wang Kahou Tam Chunlin Tian Li Li Chengzhong Xu Zhenning Li 34 6 0 25 Jul 2024
SMA-Hyper: Spatiotemporal Multi-View Fusion Hypergraph Learning for Traffic Accident Prediction Xiaowei Gao James Haworth Ilya Ilyankou Xianghui Zhang Tao Cheng Stephen Law Huanfa Chen 28 0 0 24 Jul 2024
AHMF: Adaptive Hybrid-Memory-Fusion Model for Driver Attention Prediction Dongyang Xu Qingfan Wang Ji Ma Xiangyun Zeng Lei Chen 30 0 0 24 Jul 2024
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 Tat-Seng Chua 37 14 0 01 Mar 2024
Exploring the Potential of Multi-Modal AI for Driving Hazard Prediction Korawat Charoenpitaks Van-Quang Nguyen Masanori Suganuma Masahiro Takahashi Ryoma Niihara Takayuki Okatani 25 1 0 07 Oct 2023
Vision-Based Traffic Accident Detection and Anticipation: A Survey Jianwu Fang Jiahuan Qiao Jianru Xue Zhengguo Li 21 26 0 30 Aug 2023
Safety in Traffic Management Systems: A Comprehensive Survey Wenlu Du Ankan Dash Jing Li Hua Wei Guiling Wang 19 14 0 11 Aug 2023
Cognitive Accident Prediction in Driving Scenes: A Multimodality Benchmark Jianwu Fang Lei-lei Li Kuan Yang Zhedong Zheng Jianru Xue Tat-Seng Chua 30 13 0 19 Dec 2022
Reinforcement Learning for Predicting Traffic Accidents I. Cho Praveenbalaji Rajendran Taeyoung Kim Dongsoo Har 13 4 0 09 Dec 2022
FBLNet: FeedBack Loop Network for Driver Attention Prediction Yilong Chen Zhixiong Nan Tao Xiang 30 5 0 05 Dec 2022
Behavioral Intention Prediction in Driving Scenes: A Survey Jianwu Fang Fan Wang Jianru Xue Tat-Seng Chua 52 44 0 01 Nov 2022
TAD: A Large-Scale Benchmark for Traffic Accidents Detection from Video Surveillance Yajun Xu Chuwen Huang Yibing Nan Kai Wang 35 8 0 26 Sep 2022
An Attention-guided Multistream Feature Fusion Network for Localization of Risky Objects in Driving Videos Muhammad Monjurul Karim Ruwen Qin Zhaozheng Yin 29 3 0 16 Sep 2022
A Gaze Data-based Comparative Study to Build a Trustworthy Human-AI Collaboration in Crash Anticipation Yu Li Muhammad Monjurul Karim Ruwen Qin 16 0 0 03 Aug 2021
Towards explainable artificial intelligence (XAI) for early anticipation of traffic accidents Muhammad Monjurul Karim Yu Li Ruwen Qin 34 8 0 31 Jul 2021