Vision-Based Traffic Accident Detection and Anticipation: A Survey

30 August 2023

Jianwu Fang

Jiahuan Qiao

Jianru Xue

Zhengguo Li

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Papers citing "Vision-Based Traffic Accident Detection and Anticipation: A Survey"

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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
Towards Vision Zero: The Accid3nD Dataset Walter Zimmer Ross Greer Daniel Lehmberg Marc Pavel Holger Caesar ... Mohan M. Trivedi Rui Song Hu Cao Akshay Gopalkrishnan Alois C. Knoll 53 0 0 15 Mar 2025
Enhancing Highway Safety: Accident Detection on the A9 Test Stretch Using Roadside Sensors Walter Zimmer Ross Greer Xingcheng Zhou Rui Song Marc Pavel Daniel Lehmberg Ahmed Ghita Akshay Gopalkrishnan Mohan M. Trivedi Alois C. Knoll 72 1 0 01 Feb 2025
DSRC: Learning Density-insensitive and Semantic-aware Collaborative Representation against Corruptions Jingyu Zhang Yilei Wang Lang Qian Peng Sun Zengwen Li Sudong Jiang Maolin Liu Liang Song 100 1 0 14 Dec 2024
CycleCrash: A Dataset of Bicycle Collision Videos for Collision Prediction and Analysis Nishq Poorav Desai Ali Etemad Michael A. Greenspan 35 0 0 30 Sep 2024
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 36 8 0 02 Sep 2024
Hybrid Video Anomaly Detection for Anomalous Scenarios in Autonomous Driving Daniel Bogdoll Jan Imhof Tim Joseph J. Marius Zöllner J. Marius Zöllner 52 0 0 10 Jun 2024
Advancing Video Anomaly Detection: A Concise Review and a New Dataset Liyun Zhu Lei Wang Arjun Raj Tom Gedeon Chen Chen 21 12 0 07 Feb 2024
Classifier-head Informed Feature Masking and Prototype-based Logit Smoothing for Out-of-Distribution Detection Zhuohao Sun Yiqiao Qiu Zhijun Tan Weishi Zheng Ruixuan Wang OODD 18 6 0 27 Oct 2023
Smart City Transportation: Deep Learning Ensemble Approach for Traffic Accident Detection Victor A. Adewopo Nelly Elsayed 29 21 0 16 Oct 2023
Visual Anomaly Detection Via Partition Memory Bank Module and Error Estimation Peng-Fei Xing Zechao Li 53 32 0 26 Sep 2022
TAD: A Large-Scale Benchmark for Traffic Accidents Detection from Video Surveillance Yajun Xu Chuwen Huang Yibing Nan Shiguo Lian 35 8 0 26 Sep 2022
DRAMA: Joint Risk Localization and Captioning in Driving Srikanth Malla Chiho Choi Isht Dwivedi Joonhyang Choi Jiachen Li 101 87 0 22 Sep 2022
Dual-Scale Single Image Dehazing Via Neural Augmentation Zhengguo Li Chaobing Zheng Haiyan Shu Shiqian Wu 49 47 0 13 Sep 2022
Diffusion Models in Vision: A Survey Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu M. Shah DiffM VLM MedIm 194 1,140 0 10 Sep 2022
V2X-ViT: Vehicle-to-Everything Cooperative Perception with Vision Transformer Runsheng Xu Hao Xiang Zhengzhong Tu Xin Xia Ming-Hsuan Yang Jiaqi Ma ViT 106 362 0 20 Mar 2022
Spatio-Temporal Scene-Graph Embedding for Autonomous Vehicle Collision Prediction Arnav V. Malawade S. Yu Brandon Hsu Deepan Muthirayan Pramod P. Khargonekar Mohammad Abdullah Al Faruque 78 59 0 11 Nov 2021
Multi-Scale Single Image Dehazing Using Laplacian and Gaussian Pyramids Zhengguo Li Haiyan Shu Chaobing Zheng 78 62 0 10 Nov 2021
Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic Segmentation Zhedong Zheng Yi Yang NoLa 188 497 0 08 Mar 2020
Drive Video Analysis for the Detection of Traffic Near-Miss Incidents Hirokatsu Kataoka Teppei Suzuki S. Oikawa Y. Matsui Y. Satoh 10 37 0 07 Apr 2018
Simple Online and Realtime Tracking with a Deep Association Metric N. Wojke Alex Bewley Dietrich Paulus VOT 228 3,463 0 21 Mar 2017
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,136 0 06 Jun 2015