DADA: Driver Attention Prediction in Driving Accident Scenarios

18 December 2019

Jianwu Fang

Jianru Xue

Papers citing "DADA: Driver Attention Prediction in Driving Accident Scenarios"

40 / 40 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 26 0 0 12 May 2025
PSN Game: Game-theoretic Planning via a Player Selection Network Tianyu Qiu Eric Ouano Fernando Palafox Christian Ellis David Fridovich-Keil 59 0 0 30 Apr 2025
AEGIS: Human Attention-based Explainable Guidance for Intelligent Vehicle Systems Zhuoli Zhuang Cheng-You Lu Yu-Cheng Chang Yu-Kai Wang T. Do Chin-Teng Lin 31 0 0 08 Apr 2025
Salient Object Detection in Traffic Scene through the TSOD10K Dataset Yu Qiu Yuhang Sun Jie Mei Lin Xiao Jing Xu 39 0 0 21 Mar 2025
Nexar Dashcam Collision Prediction Dataset and Challenge Daniel C. Moura Shizhan Zhu Orly Zvitia 66 0 0 05 Mar 2025
$SalM$^{2}$: An Extremely Lightweight Saliency Mamba Model for Real-Time Cognitive Awareness of Driver Attention$ SalM $^{2}$ : An Extremely Lightweight Saliency Mamba Model for Real-Time Cognitive Awareness of Driver Attention Chunyu Zhao Wentao Mu Xian Zhou Wenbo Liu Fei Yan T. Deng Mamba 35 1 0 22 Feb 2025
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Mengshi Qi Xiaoyang Bi Pengfei Zhu Huadong Ma 50 0 0 25 Jan 2025
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Izzeddin Teeti Aniket Thomas Munish Monga S. Kumar Uddeshya Singh Andrew Bradley Biplab Banerjee Fabio Cuzzolin 38 0 0 20 Jan 2025
On-Road Object Importance Estimation: A New Dataset and A Model with Multi-Fold Top-Down Guidance Zhixiong Nan Yilong Chen Tianfei Zhou Tao Xiang 72 0 0 26 Nov 2024
CycleCrash: A Dataset of Bicycle Collision Videos for Collision Prediction and Analysis Nishq Poorav Desai Ali Etemad Michael A. Greenspan 33 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 34 8 0 02 Sep 2024
Gating Syn-to-Real Knowledge for Pedestrian Crossing Prediction in Safe Driving Jie Bai Jianwu Fang Yisheng Lv Chen Lv Jianru Xue Zhengguo Li 29 0 0 24 Aug 2024
EraW-Net: Enhance-Refine-Align W-Net for Scene-Associated Driver Attention Estimation Jun Zhou Chunsheng Liu F. Chang Wenqian Wang Penghui Hao Yiming Huang Zhiqiang Yang 34 0 0 16 Aug 2024
STDA: Spatio-Temporal Dual-Encoder Network Incorporating Driver Attention to Predict Driver Behaviors Under Safety-Critical Scenarios Dongyang Xu Yiran Luo Tianle Lu Haoran Yan Wenjie Wu Zongyang Liu 32 0 0 03 Aug 2024
Vulnerable Road User Detection and Safety Enhancement: A Comprehensive Survey Renato M. Silva Gregório F. Azevedo M. V. Berto Jean R. Rocha E. C. Fidelis Matheus V. Nogueira Pedro H. Lisboa Tiago A. Almeida 30 2 0 29 May 2024
SCOUT+: Towards Practical Task-Driven Drivers' Gaze Prediction Iuliia Kotseruba John K. Tsotsos 21 1 0 12 Apr 2024
Data Limitations for Modeling Top-Down Effects on Drivers' Attention Iuliia Kotseruba John K. Tsotsos 24 1 0 12 Apr 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 22 14 0 01 Mar 2024
Explainable AI for Safe and Trustworthy Autonomous Driving: A Systematic Review Anton Kuznietsov Balint Gyevnar Cheng Wang Steven Peters Stefano V. Albrecht XAI 26 26 0 08 Feb 2024
MIFI: MultI-camera Feature Integration for Roust 3D Distracted Driver Activity Recognition Jian Kuang Wenjing Li Fang Li Jun Zhang Zhongcheng Wu 27 1 0 25 Jan 2024
Text-Driven Traffic Anomaly Detection with Temporal High-Frequency Modeling in Driving Videos Rongqin Liang Yuanman Li Jiantao Zhou Xia Li 18 6 0 07 Jan 2024
Towards Knowledge-driven Autonomous Driving Xin Li Yeqi Bai Pinlong Cai Licheng Wen Daocheng Fu ... Yikang Li Botian Shi Yong-Jin Liu Liang He Yu Qiao 32 26 0 07 Dec 2023
Understanding and Modeling the Effects of Task and Context on Drivers' Gaze Allocation Iuliia Kotseruba John K. Tsotsos 17 3 0 13 Oct 2023
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 13 25 0 30 Aug 2023
Temporal DINO: A Self-supervised Video Strategy to Enhance Action Prediction Izzeddin Teeti Rongali Sai Bhargav Vivek Singh Andrew Bradley Biplab Banerjee Fabio Cuzzolin 19 1 0 08 Aug 2023
Gated Driver Attention Predictor Tianci Zhao Xue Bai Jianwu Fang Jianru Xue 29 2 0 01 Aug 2023
CUEING: a lightweight model to Capture hUman attEntion In driviNG Linfeng Liang Yao Deng Yang Zhang Jianchao Lu Chen Wang Quan Z. Sheng Xi Zheng 12 1 0 25 May 2023
Unsupervised Self-Driving Attention Prediction via Uncertainty Mining and Knowledge Embedding Pengfei Zhu Mengshi Qi Xia Li Weijian Li Huadong Ma 8 6 0 17 Mar 2023
TinyHD: Efficient Video Saliency Prediction with Heterogeneous Decoders using Hierarchical Maps Distillation Feiyan Hu S. Palazzo Federica Proietto Salanitri Giovanni Bellitto Morteza Moradi C. Spampinato Kevin McGuinness 13 9 0 11 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 8 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 26 13 0 19 Dec 2022
Visual Area of Interests based Multimodal Trajectory Prediction for Probabilistic Risk Assessment Qiang Zhang Lingfang Yang Xiaoliang Zhang Xiaolin Song Zhi Huang 11 0 0 06 Dec 2022
FBLNet: FeedBack Loop Network for Driver Attention Prediction Yilong Chen Zhixiong Nan Tao Xiang 22 5 0 05 Dec 2022
Behavioral Intention Prediction in Driving Scenes: A Survey Jianwu Fang Fan Wang Jianru Xue Tat-Seng Chua 46 44 0 01 Nov 2022
Is my Driver Observation Model Overconfident? Input-guided Calibration Networks for Reliable and Interpretable Confidence Estimates Alina Roitberg Kunyu Peng David Schneider Kailun Yang Marios Koulakis Manuel Martínez Rainer Stiefelhagen UQCV 22 9 0 10 Apr 2022
Exploring Event-driven Dynamic Context for Accident Scene Segmentation Jiaming Zhang Kailun Yang Rainer Stiefelhagen 28 27 0 09 Dec 2021
DROID: Driver-centric Risk Object Identification Chengxi Li Stanley H. Chan Yi-Ting Chen 29 6 0 24 Jun 2021
ISSAFE: Improving Semantic Segmentation in Accidents by Fusing Event-based Data Jiaming Zhang Kailun Yang Rainer Stiefelhagen 8 53 0 20 Aug 2020
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 227 7,902 0 13 Jun 2015