Unsupervised Traffic Accident Detection in First-Person Videos

Unsupervised Traffic Accident Detection in First-Person Videos

2 March 2019

David J. Crandall

Papers citing "Unsupervised Traffic Accident Detection in First-Person Videos"

19 / 19 papers shown

Title
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 31 0 0 06 May 2025
Nexar Dashcam Collision Prediction Dataset and Challenge Daniel C. Moura Shizhan Zhu Orly Zvitia 68 1 0 05 Mar 2025
An Expert Ensemble for Detecting Anomalous Scenes, Interactions, and Behaviors in Autonomous Driving Tianchen Ji Neeloy Chakraborty Andre Schreiber Katherine Rose Driggs-Campbell 146 1 0 23 Feb 2025
What Matters in Autonomous Driving Anomaly Detection: A Weakly Supervised Horizon Utkarsh Tiwari Snehashis Majhi Michal Balazia François Brémond 23 0 0 10 Aug 2024
A Novel Benchmarking Paradigm and a Scale- and Motion-Aware Model for Egocentric Pedestrian Trajectory Prediction Amir Rasouli 33 6 0 16 Oct 2023
Local and Global Information in Obstacle Detection on Railway Tracks Matthias Brucker Andrei Cramariuc Cornelius von Einem Roland Siegwart Cesar Cadena 22 8 0 28 Jul 2023
A Memory-Augmented Multi-Task Collaborative Framework for Unsupervised Traffic Accident Detection in Driving Videos Rongqin Liang Yuanman Li Yingxin Yi Jiantao Zhou Xia Li 11 2 0 27 Jul 2023
Structural Attention-Based Recurrent Variational Autoencoder for Highway Vehicle Anomaly Detection Neeloy Chakraborty Aamir Hasan Shuijing Liu Tianchen Ji Weihang Liang D. L. McPherson Katherine Driggs-Campbell 34 11 0 09 Jan 2023
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 30 13 0 19 Dec 2022
SkeleVision: Towards Adversarial Resiliency of Person Tracking with Multi-Task Learning Nilaksh Das ShengYun Peng Duen Horng Chau AAML 24 2 0 02 Apr 2022
DRIVE: Deep Reinforced Accident Anticipation with Visual Explanation Wentao Bao Qi Yu Yu Kong FAtt 27 39 0 21 Jul 2021
Long Short-Term Transformer for Online Action Detection Mingze Xu Yuanjun Xiong Hao Chen Xinyu Li Wei Xia Z. Tu Stefano Soatto ViT 34 130 0 07 Jul 2021
A Dynamic Spatial-temporal Attention Network for Early Anticipation of Traffic Accidents Muhammad Monjurul Karim Yu Li Ruwen Qin Zhaozheng Yin 19 55 0 18 Jun 2021
Coupling Intent and Action for Pedestrian Crossing Behavior Prediction Yu Yao E. Atkins Matthew Johnson-Roberson Ram Vasudevan Xiaoxiao Du 21 33 0 10 May 2021
DADA: Driver Attention Prediction in Driving Accident Scenarios Jianwu Fang Dingxin Yan Jiahuan Qiao Jianru Xue Hongkai Yu 29 107 0 18 Dec 2019
Temporal Recurrent Networks for Online Action Detection Mingze Xu M. Gao Yi-Ting Chen L. Davis David J. Crandall OffRL 23 162 0 18 Nov 2018
Simple Online and Realtime Tracking with a Deep Association Metric N. Wojke Alex Bewley Dietrich Paulus VOT 240 3,465 0 21 Mar 2017
ORB-SLAM2: an Open-Source SLAM System for Monocular, Stereo and RGB-D Cameras Raul Mur-Artal Juan D. Tardós 204 5,375 0 20 Oct 2016