Uncertainty-based Traffic Accident Anticipation with Spatio-Temporal Relational Learning

1 August 2020

Papers citing "Uncertainty-based Traffic Accident Anticipation with Spatio-Temporal Relational Learning"

20 / 20 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
SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data Liang Shi Boyu Jiang Zhenyuan Yuan Miguel A. Perez Feng Guo 34 0 0 06 May 2025
Sky-Drive: A Distributed Multi-Agent Simulation Platform for Socially-Aware and Human-AI Collaborative Future Transportation Zilin Huang Zihao Sheng Zhengyang Wan Yansong Qu Yuhao Luo ... Jiancong Chen Keke Long Jiayi Meng Yue Leng Sikai Chen 66 0 0 25 Apr 2025
AccidentSim: Generating Physically Realistic Vehicle Collision Videos from Real-World Accident Reports Xinsong Zhang Qian Zhang Longfei Han Qiang Qu Xiaoming Chen VGen 67 0 0 26 Mar 2025
Nexar Dashcam Collision Prediction Dataset and Challenge Daniel C. Moura Shizhan Zhu Orly Zvitia 68 1 0 05 Mar 2025
From Dashcam Videos to Driving Simulations: Stress Testing Automated Vehicles against Rare Events Yan Miao Georgios Fainekos Bardh Hoxha Hideki Okamoto Danil Prokhorov Sayan Mitra 84 1 0 28 Jan 2025
V-CAS: A Realtime Vehicle Anti Collision System Using Vision Transformer on Multi-Camera Streams Muhammad Waqas Ashraf Ali Hassan Imad Ali Shah ViT 34 0 0 04 Nov 2024
Cyber Physical Games Warisa Sritriratanarak Paulo Garcia AI4CE 22 0 0 08 Jul 2024
Explainable AI for Safe and Trustworthy Autonomous Driving: A Systematic Review Anton Kuznietsov Balint Gyevnar Cheng Wang Steven Peters Stefano V. Albrecht XAI 28 26 0 08 Feb 2024
Augmenting Ego-Vehicle for Traffic Near-Miss and Accident Classification Dataset using Manipulating Conditional Style Translation Hilmil Pradana Minh-Son Dao K. Zettsu 29 5 0 06 Jan 2023
Cognitive Accident Prediction in Driving Scenes: A Multimodality Benchmark Jianwu Fang Lei-lei Li Kuan Yang Zhedong Zheng Jianru Xue Tat-Seng Chua 36 13 0 19 Dec 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
Review on Action Recognition for Accident Detection in Smart City Transportation Systems Victor A. Adewopo Nelly Elsayed Zag ElSayed Murat Ozer Ahmed Abdelgawad Magdy A. Bayoumi 42 41 0 20 Aug 2022
Sensing accident-prone features in urban scenes for proactive driving and accident prevention Sumit Mishra Praveenbalaji Rajendran L. Vecchietti Dongsoo Har 19 13 0 25 Feb 2022
Asynchronous Collaborative Localization by Integrating Spatiotemporal Graph Learning with Model-Based Estimation Peng Gao Brian Reily Rui Guo Hongsheng Lu Qingzhao Zhu Hao Zhang 52 5 0 05 Nov 2021
DRIVE: Deep Reinforced Accident Anticipation with Visual Explanation Wentao Bao Qi Yu Yu Kong FAtt 27 39 0 21 Jul 2021
Evidential Deep Learning for Open Set Action Recognition Wentao Bao Qi Yu Yu Kong CML EDL 19 135 0 21 Jul 2021
A Dynamic Spatial-temporal Attention Network for Early Anticipation of Traffic Accidents Muhammad Monjurul Karim Yu Li Ruwen Qin Zhaozheng Yin 27 55 0 18 Jun 2021
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 297 10,225 0 16 Nov 2016
Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational Inference Y. Gal Zoubin Ghahramani UQCV BDL 202 745 0 06 Jun 2015