Predicting Driver Attention in Critical Situations

17 November 2017

Papers citing "Predicting Driver Attention in Critical Situations"

50 / 53 papers shown

Title
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 33 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 44 0 0 21 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 45 1 0 22 Feb 2025
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Mengshi Qi Xiaoyang Bi Pengfei Zhu Huadong Ma 55 0 0 25 Jan 2025
Modeling Drivers' Risk Perception via Attention to Improve Driving Assistance Abhijat Biswas John Gideon Kimimasa Tamura Guy Rosman 34 0 0 07 Sep 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
Comparing Optical Flow and Deep Learning to Enable Computationally Efficient Traffic Event Detection with Space-Filling Curves Tayssir Bouraffa Elias Kjellberg Carlson Erik Wessman Ali Nouri Pierre Lamart Christian Berger 26 0 0 15 Jul 2024
Beyond Average: Individualized Visual Scanpath Prediction Xianyu Chen Ming Jiang Qi Zhao 29 5 0 18 Apr 2024
SCOUT+: Towards Practical Task-Driven Drivers' Gaze Prediction Iuliia Kotseruba John K. Tsotsos 33 1 0 12 Apr 2024
Data Limitations for Modeling Top-Down Effects on Drivers' Attention Iuliia Kotseruba John K. Tsotsos 29 1 0 12 Apr 2024
Incorporating Explanations into Human-Machine Interfaces for Trust and Situation Awareness in Autonomous Vehicles Shahin Atakishiyev Mohammad Salameh Randy Goebel 24 4 0 10 Apr 2024
Gaze-Guided Graph Neural Network for Action Anticipation Conditioned on Intention Suleyman Ozdel Yao Rong Mert Albaba Yen-Ling Kuo Xi Wang 40 4 0 10 Apr 2024
SalFoM: Dynamic Saliency Prediction with Video Foundation Models Morteza Moradi Mohammad Moradi Francesco Rundo C. Spampinato Ali Borji S. Palazzo 42 1 0 03 Apr 2024
M2DA: Multi-Modal Fusion Transformer Incorporating Driver Attention for Autonomous Driving Dongyang Xu Haokun Li Qingfan Wang Ziying Song Lei Chen Hanming Deng 40 7 0 19 Mar 2024
Safety Implications of Explainable Artificial Intelligence in End-to-End Autonomous Driving Shahin Atakishiyev Mohammad Salameh Randy Goebel 69 6 0 18 Mar 2024
Trends, Applications, and Challenges in Human Attention Modelling Giuseppe Cartella Marcella Cornia Vittorio Cuculo Alessandro D’Amelio Dario Zanca Giuseppe Boccignone Rita Cucchiara 40 6 0 28 Feb 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
Object Importance Estimation using Counterfactual Reasoning for Intelligent Driving Pranay Gupta Abhijat Biswas H. Admoni David Held 37 2 0 05 Dec 2023
RiskBench: A Scenario-based Benchmark for Risk Identification Chi-Hsi Kung Chieh-Chi Yang Pang-Yuan Pao Shu-Wei Lu Pin-Lun Chen Hsin-Cheng Lu Yi-Ting Chen 39 5 0 04 Dec 2023
DRUformer: Enhancing the driving scene Important object detection with driving relationship self-understanding Yingjie Niu Ming Ding Keisuke Fujii Kento Ohtani Alexander Carballo K. Takeda ViT 38 0 0 11 Nov 2023
Understanding and Modeling the Effects of Task and Context on Drivers' Gaze Allocation Iuliia Kotseruba John K. Tsotsos 19 3 0 13 Oct 2023
Gated Driver Attention Predictor Tianci Zhao Xue Bai Jianwu Fang Jianru Xue 37 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 26 2 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 23 6 0 17 Mar 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
FBLNet: FeedBack Loop Network for Driver Attention Prediction Yilong Chen Zhixiong Nan Tao Xiang 30 5 0 05 Dec 2022
DRAMA: Joint Risk Localization and Captioning in Driving Srikanth Malla Chiho Choi Isht Dwivedi Joonhyang Choi Jiachen Li 107 87 0 22 Sep 2022
Phantom Sponges: Exploiting Non-Maximum Suppression to Attack Deep Object Detectors Avishag Shapira Alon Zolfi Luca Demetrio Battista Biggio A. Shabtai AAML 29 30 0 26 May 2022
Where and What: Driver Attention-based Object Detection Yao Rong Naemi-Rebecca Kassautzki Wolfgang Fuhl Enkelejda Kasneci 40 5 0 26 Apr 2022
Challenges and Opportunities for Machine Learning Classification of Behavior and Mental State from Images Peter Washington O. Mutlu A. Kline K. Paskov N. Stockham B. Chrisman Nick Deveaux Mourya Surhabi Nick Haber Dennis Paul Wall 13 11 0 26 Jan 2022
CoCAtt: A Cognitive-Conditioned Driver Attention Dataset Yuan Shen Niviru Wijayaratne Pranav Sriram Aamir Hasan Peter Du Katherine Driggs-Campbell 19 11 0 19 Nov 2021
MAAD: A Model and Dataset for "Attended Awareness" in Driving Deepak Gopinath Guy Rosman Simon Stent K. Terahata L. Fletcher B. Argall John J. Leonard 26 10 0 16 Oct 2021
Reason induced visual attention for explainable autonomous driving Sikai Chen Jiqian Dong Runjia Du Yujie Li S. Labi 34 1 0 11 Oct 2021
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
DRIVE: Deep Reinforced Accident Anticipation with Visual Explanation Wentao Bao Qi Yu Yu Kong FAtt 27 39 0 21 Jul 2021
Recent Advances in Leveraging Human Guidance for Sequential Decision-Making Tasks Ruohan Zhang F. Torabi Garrett A. Warnell Peter Stone 73 28 0 13 Jul 2021
DROID: Driver-centric Risk Object Identification Chengxi Li Stanley H. Chan Yi-Ting Chen 42 6 0 24 Jun 2021
Matching Representations of Explainable Artificial Intelligence and Eye Gaze for Human-Machine Interaction Tiffany Hwu Mia Levy Steven Skorheim David J. Huber 20 6 0 30 Jan 2021
Explainability of deep vision-based autonomous driving systems: Review and challenges Éloi Zablocki H. Ben-younes P. Pérez Matthieu Cord XAI 39 169 0 13 Jan 2021
The Multimodal Driver Monitoring Database: A Naturalistic Corpus to Study Driver Attention Sumit Kumar Jha Mohamed F. Marzban Tiancheng Hu Mohamed Mahmoud Naofal Al-Dhahir Naofal Al-Dhahir Carlos Busso 20 24 0 23 Dec 2020
RAIST: Learning Risk Aware Traffic Interactions via Spatio-Temporal Graph Convolutional Networks Videsh Suman Phu-Cuong Pham Aniket Bera GNN 11 4 0 17 Nov 2020
To Explain or Not to Explain: A Study on the Necessity of Explanations for Autonomous Vehicles Yuan-Chung Shen Shanduojiao Jiang Yanlin Chen Katie Driggs Campbell 37 41 0 21 Jun 2020
Explainable Object-induced Action Decision for Autonomous Vehicles Yiran Xu Xiaoyin Yang Lihang Gong Hsuan-Chu Lin Tz-Ying Wu Yunsheng Li Nuno Vasconcelos 30 104 0 20 Mar 2020
Interaction Graphs for Object Importance Estimation in On-road Driving Videos Zehua Zhang Ashish Tawari Sujitha Martin David J. Crandall GNN FAtt 9 23 0 12 Mar 2020
Who Make Drivers Stop? Towards Driver-centric Risk Assessment: Risk Object Identification via Causal Inference Chengxi Li Stanley H. Chan Yi-Ting Chen CML 76 51 0 05 Mar 2020
See, Attend and Brake: An Attention-based Saliency Map Prediction Model for End-to-End Driving Ekrem Aksoy A. Yazıcı Mahmut Kasap 14 13 0 24 Feb 2020
DADA: Driver Attention Prediction in Driving Accident Scenarios Jianwu Fang Dingxin Yan Jiahuan Qiao Jianru Xue Hongkai Yu 29 107 0 18 Dec 2019
MEDIRL: Predicting the Visual Attention of Drivers via Maximum Entropy Deep Inverse Reinforcement Learning Sonia Baee Erfan Pakdamanian Inki Kim Lu Feng Vicente Ordonez Laura E. Barnes 16 47 0 17 Dec 2019
Looking at the right stuff: Guided semantic-gaze for autonomous driving Anwesan Pal S. Mondal H. Christensen 21 51 0 24 Nov 2019
Risk-Aware Reasoning for Autonomous Vehicles Majid Khonji Jorge Dias Lakmal Seneviratne 19 0 0 06 Oct 2019