Predicting the Driver's Focus of Attention: the DR(eye)VE Project

10 May 2017

Papers citing "Predicting the Driver's Focus of Attention: the DR(eye)VE Project"

34 / 34 papers shown

Title
PDB: Not All Drivers Are the Same -- A Personalized Dataset for Understanding Driving Behavior Chuheng Wei Ziye Qin Siyan Li Ziyan Zhang Xuanpeng Zhao Amr Abdelraouf Rohit Gupta Kyungtae Han Matthew Barth Guoyuan Wu 46 0 0 09 Mar 2025
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Mengshi Qi Xiaoyang Bi Pengfei Zhu Huadong Ma 55 0 0 25 Jan 2025
Explainable AI for Safe and Trustworthy Autonomous Driving: A Systematic Review Anton Kuznietsov Balint Gyevnar Cheng Wang Steven Peters Stefano V. Albrecht XAI 33 27 0 08 Feb 2024
Object Importance Estimation using Counterfactual Reasoning for Intelligent Driving Pranay Gupta Abhijat Biswas H. Admoni David Held 42 2 0 05 Dec 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 31 2 0 25 May 2023
Confidence-aware 3D Gaze Estimation and Evaluation Metric Qiaojie Zheng Jiucai Zhang 29 0 0 17 Mar 2023
Learning Road Scene-level Representations via Semantic Region Prediction Zihao Xiao Alan Yuille Yi-Ting Chen 34 2 0 02 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 41 13 0 19 Dec 2022
FBLNet: FeedBack Loop Network for Driver Attention Prediction Yilong Chen Zhixiong Nan Tao Xiang 32 5 0 05 Dec 2022
Decoding Attention from Gaze: A Benchmark Dataset and End-to-End Models Karan Uppal Jaeah Kim Shashank Singh 30 5 0 20 Nov 2022
Dense Residual Networks for Gaze Mapping on Indian Roads Chaitanya Kapoor K. Kumar Soumya Vishnoi S. Ramanathan 19 0 0 22 Mar 2022
Important Object Identification with Semi-Supervised Learning for Autonomous Driving Jiachen Li Haiming Gang Hengbo Ma Masayoshi Tomizuka Chiho Choi 32 12 0 05 Mar 2022
CoCAtt: A Cognitive-Conditioned Driver Attention Dataset Yuan Shen Niviru Wijayaratne Pranav Sriram Aamir Hasan Peter Du Katherine Driggs-Campbell 24 11 0 19 Nov 2021
Explainable, automated urban interventions to improve pedestrian and vehicle safety Cristina Bustos Daniel Rhoads Albert Solé-Ribalta David Masip Alexandre Arenas Àgata Lapedriza Javier Borge-Holthoefer 26 27 0 22 Oct 2021
Predicting Driver Self-Reported Stress by Analyzing the Road Scene Cristina Bustos Neska Elhaouij Albert Solé-Ribalta Javier Borge-Holthoefer Àgata Lapedriza Rosalind W. Picard 18 14 0 27 Sep 2021
Recent Advances in Leveraging Human Guidance for Sequential Decision-Making Tasks Ruohan Zhang F. Torabi Garrett A. Warnell Peter Stone 86 28 0 13 Jul 2021
Appearance-based Gaze Estimation With Deep Learning: A Review and Benchmark Yihua Cheng Haofei Wang Yiwei Bao Feng Lu CVBM 29 126 0 26 Apr 2021
Artificial Intelligence Methods in In-Cabin Use Cases: A Survey Yao Rong Chao Han Christian Hellert Antje Loyal Enkelejda Kasneci 32 16 0 06 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 26 24 0 23 Dec 2020
Selective Eye-gaze Augmentation To Enhance Imitation Learning In Atari Games Chaitanya Thammineni Hemanth Manjunatha Ehsan Esfahani 24 6 0 05 Dec 2020
Driver Anomaly Detection: A Dataset and Contrastive Learning Approach Okan Kopuklu Ji-ming Zheng Hang Xu Gerhard Rigoll 27 79 0 30 Sep 2020
DMD: A Large-Scale Multi-Modal Driver Monitoring Dataset for Attention and Alertness Analysis J. Ortega Neslihan Köse P. Cañas Min-An Chao A. Unnervik Marcos Nieto Oihana Otaegui L. Salgado 27 91 0 27 Aug 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 17 23 0 12 Mar 2020
DADA: Driver Attention Prediction in Driving Accident Scenarios Jianwu Fang Dingxin Yan Jiahuan Qiao Jianru Xue Hongkai Yu 31 108 0 18 Dec 2019
Looking at the right stuff: Guided semantic-gaze for autonomous driving Anwesan Pal S. Mondal H. Christensen 26 51 0 24 Nov 2019
Leveraging Human Guidance for Deep Reinforcement Learning Tasks Ruohan Zhang F. Torabi L. Guan D. Ballard Peter Stone 19 87 0 21 Sep 2019
Context Aware Road-user Importance Estimation (iCARE) Alireza Rahimpour Sujitha Martin Ashish Tawari Hairong Qi 14 6 0 30 Aug 2019
Utilizing Eye Gaze to Enhance the Generalization of Imitation Networks to Unseen Environments Congcong Liu Yuying Chen L. Tai Ming Liu Bertram Shi 14 2 0 10 Jul 2019
Dynamic Traffic Scene Classification with Space-Time Coherence Athma Narayanan Isht Dwivedi Behzad Dariush 22 23 0 29 May 2019
Periphery-Fovea Multi-Resolution Driving Model guided by Human Attention Ye Xia Jinkyu Kim John F. Canny K. Zipser D. Whitney 24 51 0 24 Mar 2019
An initial attempt of combining visual selective attention with deep reinforcement learning Liu Yuezhang Ruohan Zhang D. Ballard 29 20 0 11 Nov 2018
Latent Space Autoregression for Novelty Detection Davide Abati Angelo Porrello Simone Calderara Rita Cucchiara 16 432 0 04 Jul 2018
Predicting Head Movement in Panoramic Video: A Deep Reinforcement Learning Approach Yuhang Song Mai Xu Jianyi Wang Minglang Qiao Liangyu Huo Zulin Wang 37 205 0 30 Oct 2017