@article{bb175700,
AUTHOR = "Zhang, C.Y. and Sun, L.J.",
TITLE = "Bayesian Calibration of the Intelligent Driver Model",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "8",
MONTH = "August",
PAGES = "9308-9320",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171383"}
@article{bb175701,
AUTHOR = "Zhao, X.C. and Sun, J. and Wang, M.",
TITLE = "Measuring Sociality in Driving Interaction",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "8",
MONTH = "August",
PAGES = "9224-9237",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171384"}
@article{bb175702,
AUTHOR = "Fang, J.W. and Wang, F. and Xue, J.R. and Chua, T.S.",
TITLE = "Behavioral Intention Prediction in Driving Scenes: A Survey",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "8",
MONTH = "August",
PAGES = "8334-8355",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171385"}
@article{bb175703,
AUTHOR = "Lian, Y.F. and Sun, Z.B. and Liu, S.S. and Nie, Z.G.",
TITLE = "A Full Transfer Learning LSTM-Based Fractional Order Optimization
Method of GM(r,2) for Inferring Driving Intention",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "9",
MONTH = "September",
PAGES = "10741-10753",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171386"}
@article{bb175704,
AUTHOR = "Tang, C. and Srishankar, N. and Martin, S. and Tomizuka, M.",
TITLE = "Grounded Relational Inference:
Domain Knowledge Driven Explainable Autonomous Driving",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "9",
MONTH = "September",
PAGES = "10617-10635",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171387"}
@article{bb175705,
AUTHOR = "Zhao, C.Y. and Chu, D. and Deng, Z. and Lu, L.P.",
TITLE = "Human-Like Decision Making for Autonomous Driving With Social Skills",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "9",
MONTH = "September",
PAGES = "12269-12284",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171388"}
@article{bb175706,
AUTHOR = "Zhang, C.P. and Wang, W.S. and Chen, Z.K. and Zhang, J. and Sun, L.J. and Xi, J.Q.",
TITLE = "Shareable Driving Style Learning and Analysis With a Hierarchical
Latent Model",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "9",
MONTH = "September",
PAGES = "11471-11484",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171389"}
@article{bb175707,
AUTHOR = "Xu, H.Z. and Xing, Z.H. and Ge, Y.S. and Hao, D.S. and Chang, M.Y.",
TITLE = "Driver behaviour recognition based on recursive all-pair field
transform time series model",
JOURNAL = IET-ITS,
VOLUME = "18",
YEAR = "2024",
NUMBER = "9",
PAGES = "1559-1573",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171390"}
@article{bb175708,
AUTHOR = "Gao, H. and Hu, M.T. and Liu, Y.",
TITLE = "Learning Driver-Irrelevant Features for Generalizable Driver Behavior
Recognition",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "10",
MONTH = "October",
PAGES = "14115-14127",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171391"}
@article{bb175709,
AUTHOR = "Zhang, C. and Deguchi, D. and Chen, J. and Murase, H.",
TITLE = "Toward Explainable End-to-End Driving Models via Simplified
Objectification Constraints",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "10",
MONTH = "October",
PAGES = "14521-14534",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171392"}
@article{bb175710,
AUTHOR = "Cheng, K. and Sun, D. and Jian, J. and Qin, D.T. and Chen, C. and Liao, G.L. and Kan, Y.Z. and Lv, C.",
TITLE = "Deep Learning Approach for Driver Speed Intention Recognition Based
on Naturalistic Driving Data",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "10",
MONTH = "October",
PAGES = "14546-14559",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171393"}
@article{bb175711,
AUTHOR = "Guo, X.F. and Zhu, Q. and Wang, Y.N. and Mo, Y.",
TITLE = "MG-GCT: A Motion-Guided Graph Convolutional Transformer for Traffic
Gesture Recognition",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "10",
MONTH = "October",
PAGES = "14031-14039",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171394"}
@article{bb175712,
AUTHOR = "Wu, J.D. and Yang, H.H. and Yang, L. and Huang, Y. and He, X.K. and Lv, C.",
TITLE = "Human-Guided Deep Reinforcement Learning for Optimal Decision Making
of Autonomous Vehicles",
JOURNAL = SMCS,
VOLUME = "54",
YEAR = "2024",
NUMBER = "11",
MONTH = "November",
PAGES = "6595-6609",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171395"}
@article{bb175713,
AUTHOR = "You, J.W. and Chen, Y. and Jiang, Z.Y. and Liu, Z.C. and Huang, Z. and Ding, Y.F. and Ran, B.",
TITLE = "Exploring Driving Behavior for Autonomous Vehicles Based on Gramian
Angular Field Vision Transformer",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "11",
MONTH = "November",
PAGES = "17493-17504",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171396"}
@article{bb175714,
AUTHOR = "Zhu, J. and Lv, C. and Ma, Y.L. and Yang, H.H. and Zhang, Y.P.",
TITLE = "Quantitative Estimation of Driver Cognitive Workload: A Dual-Stage
Learning Approach",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "20227-20239",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171397"}
@article{bb175715,
AUTHOR = "Maktoubian, J. and Tran, S.N. and Shillabeer, A. and Amin, M.B. and Sambrooks, L. and Khoshkangini, R.",
TITLE = "Empirical Evaluation of Machine Learning Models for Fuel Consumption,
Driver Identification, and Behavior Prediction",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "19156-19175",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171398"}
@article{bb175716,
AUTHOR = "Liu, Y. and Zhao, X.C. and Tian, Y. and Sun, J.",
TITLE = "Sociality Probe: Game-Theoretic Inverse Reinforcement Learning for
Modeling and Quantifying Social Patterns in Driving Interaction",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "20841-20853",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171399"}
@article{bb175717,
AUTHOR = "Hayashi, H. and Oka, N. and Sugano, S. and Kamezaki, M.",
TITLE = "TUN-DAS: Time-Series Analysis and Unsupervised Learning Based Driving
Behavior Assessment System",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "1",
MONTH = "January",
PAGES = "604-619",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171400"}
@article{bb175718,
AUTHOR = "Qi, H.S.",
TITLE = "Microscopic Modeling of Abnormal Driving Behavior: A Two-Dimensional
Stochastic Formulation with Customizable Safety Levels",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "1",
MONTH = "January",
PAGES = "1163-1176",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171401"}
@article{bb175719,
AUTHOR = "Chen, Y.T. and Zhang, H.L. and Chen, H. and Huang, J. and Wang, B. and Xiong, Z.X. and Wang, Y. and Yuan, X.",
TITLE = "Dynamic Control Authority Allocation in Indirect Shared Control for
Steering Assistance",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "3",
MONTH = "March",
PAGES = "3458-3470",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171402"}
@article{bb175720,
AUTHOR = "Adhikari, B. and Duric, Z. and Wijesekera, D. and Yu, B.",
TITLE = "Repeated Route Naturalistic Driver Behavior Analysis Using Motion and
Gaze Measurements",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "3",
MONTH = "March",
PAGES = "3273-3283",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171403"}
@article{bb175721,
AUTHOR = "Shi, R. and Li, T.X. and Yamaguchi, Y.S. and Zhang, L.G.",
TITLE = "Exploring Decision Shifts in Autonomous Driving With
Attribution-Guided Visualization",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "3",
MONTH = "March",
PAGES = "4165-4177",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171404"}
@article{bb175722,
AUTHOR = "Masello, L. and Sheehan, B. and Castignani, G. and Guillen, M. and Murphy, F.",
TITLE = "Predictive Modeling for Driver Insurance Premium Calculation Using
Advanced Driver Assistance Systems and Contextual Information",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "2",
MONTH = "February",
PAGES = "2202-2211",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171405"}
@article{bb175723,
AUTHOR = "Liu, S.Q. and Li, X.Y. and Chen, J.S. and Guo, C.H. and Wu, J.H. and Luo, Q.F. and Ma, H.M.",
TITLE = "Individualized Driving Intention Prediction With Inverse
Reinforcement Learning",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "6",
MONTH = "June",
PAGES = "8125-8139",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171406"}
@article{bb175724,
AUTHOR = "Liu, K. and Yuan, X.F. and Li, Z. and Pan, X.C. and Wang, Y.N.",
TITLE = "Robust Driving Intention Prediction Based on Multi-Stage Learning
Under Vehicle-Infrastructure Cooperative Perception",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "7",
MONTH = "July",
PAGES = "10250-10261",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171407"}
@article{bb175725,
AUTHOR = "Shi, R. and Li, T.X. and Yamaguchi, Y.S. and Zhang, L.G.",
TITLE = "Traffic Scene-Informed Attribution of Autonomous Driving Decisions",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "7",
MONTH = "July",
PAGES = "9175-9186",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171408"}
@article{bb175726,
AUTHOR = "Xu, T. and Pang, Y.Q. and Zhu, Y.D. and Ji, W. and Jiang, R.",
TITLE = "Real-Time Driving Style Integration in Deep Reinforcement Learning
for Traffic Signal Control",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "8",
MONTH = "August",
PAGES = "11879-11892",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171409"}
@article{bb175727,
AUTHOR = "Yao, X. and Calvert, S.C. and Hoogendoorn, S.P.",
TITLE = "A Novel Framework for Identifying Driving Heterogeneity Through
Action Patterns",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "8",
MONTH = "August",
PAGES = "12488-12500",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171410"}
@book{bb175728,
AUTHOR = "Hoogendoorn, S.P. and Calvert, S.C. and Yao, X.",
TITLE = "A Novel Framework for Identifying Driving Heterogeneity Through
Action Patterns",
YEAR = "2025",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171410"}
@article{bb175729,
AUTHOR = "Li, T.J. and Xu, N. and Feng, S. and Askari, H. and Barbosa, B.H.G. and Guo, K.H.",
TITLE = "Responsibility-Based Socially Compatible Driving Behavior Modeling
Verified by Hierarchical Multi-Agent Inverse Reinforcement Learning",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "9",
MONTH = "September",
PAGES = "14353-14370",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171411"}
@article{bb175730,
AUTHOR = "Gao, Z.H. and Yu, T. and Sun, T.J. and Hu, H.Y. and Liu, D. and Gao, F. and Zhao, R.",
TITLE = "Intention-Inspired Recognition and Quantification for Driver
Interactions in Traffic Flows",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "9",
MONTH = "September",
PAGES = "13822-13837",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171412"}
@article{bb175731,
AUTHOR = "Zhang, Y.R. and Hu, Z.X. and Yang, H.H. and Lou, S. and Lv, C.",
TITLE = "A Planner-Agnostic Monitor for Behaviour Feasibility of Autonomous
Vehicles Using a Bayesian Discriminator",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "17096-17109",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171413"}
@article{bb175732,
AUTHOR = "Sheng, X. and Cao, J.R. and Zhang, J.Z. and Wang, Z. and Duan, Z.T.",
TITLE = "Driving Behavior Classification Method Based on Fourier Transform
Multimodal Fusion",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "15000-15012",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171414"}
@article{bb175733,
AUTHOR = "Ma, N. and Wu, K.J. and Yuan, Y. and Liu, S. and Li, J.W.",
TITLE = "An Intelligent Optimization Clustering Algorithm for Driver Risk
Tendency Recognition in Intelligent Transportation Systems",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "17547-17561",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171415"}
@article{bb175734,
AUTHOR = "Maltinti, F. and Rassu, N. and Ventura, R. and Barabino, B.",
TITLE = "Driving Style Evaluation: Novel Comfort Scales for Urban Buses",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "15436-15452",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171416"}
@article{bb175735,
AUTHOR = "Liu, Z. and Gong, X. and Li, N. and Gao, H. and Lin, Y.T. and Qu, T. and Hu, Y.F. and Chen, H.",
TITLE = "Adversarial Driving Behavior Generation via Fuzzy Reward
Reinforcement Learning Incorporating Human Risk Cognition",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "11",
MONTH = "November",
PAGES = "19961-19978",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171417"}
@article{bb175736,
AUTHOR = "Zhang, S. and Zhang, J. and Song, W.G. and Yue, T. and Zhu, L.",
TITLE = "ARISE: Explainable Multimodal Aggressive Driving Detection via Driver
State and Environment Perception",
JOURNAL = IEEE_Int_Sys,
VOLUME = "40",
YEAR = "2025",
NUMBER = "6",
MONTH = "November",
PAGES = "41-51",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171418"}
@article{bb175737,
AUTHOR = "Marin, A.L. and Martinez Plumed, F. and Ramirez Quintana, M.J. and Mattas, K. and Fontaras, G. and Kouvelas, A. and Makridis, M.A.",
TITLE = "Human or Machine: A Novel Deep Learning Framework for Autonomous
Driver Identification Based on Vehicle Trajectories",
JOURNAL = ITS,
VOLUME = "27",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "1388-1399",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171419"}
@article{bb175738,
AUTHOR = "Xiong, Z.G. and Li, B. and Wang, L. and Li, Z.H. and Yao, E.",
TITLE = "Human-Like Decision Making: A Human-Machine Shared Steering Control
System With Adaptive Authority Allocation",
JOURNAL = ITS,
VOLUME = "27",
YEAR = "2026",
NUMBER = "2",
MONTH = "February",
PAGES = "2268-2280",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171420"}
@article{bb175739,
AUTHOR = "Yaqoob, S. and Morabito, G. and Cafiso, S.D. and Pappalardo, G. and Syed, I. and Ullah, F.",
TITLE = "Efficient Deep Learning for Driver-Road Interactions: The Role of
Convolutional Layer Specificity in Reducing Data Requirements",
JOURNAL = ITS,
VOLUME = "27",
YEAR = "2026",
NUMBER = "2",
MONTH = "February",
PAGES = "2729-2740",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171421"}
@article{bb175740,
AUTHOR = "Li, Z. and Leng, B. and Xiong, L. and Eichberger, A. and Huang, C. and Hu, J.",
TITLE = "Safety-Enhanced Deep Reinforcement Learning for Autonomous Driving:
Dare to Make Mistakes to Learn Better and Faster",
JOURNAL = ITS,
VOLUME = "27",
YEAR = "2026",
NUMBER = "5",
MONTH = "May",
PAGES = "5136-5148",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171422"}
@article{bb175741,
AUTHOR = "Li, G. and Wang, Y.C. and Ouyang, D. and Li, J. and Ren, X.Y.",
TITLE = "Reinforcement Learning for Driving Policy Generalization via
Risk-Aware Expert Policy and Conditional Diffusion",
JOURNAL = ITS,
VOLUME = "27",
YEAR = "2026",
NUMBER = "5",
MONTH = "May",
PAGES = "6050-6062",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171423"}
@article{bb175742,
AUTHOR = "Wang, S. and Liang, J. and Yu, X. and Wang, W. and Pan, C.F. and Chen, L.",
TITLE = "CAFFT: Cross-Attention Feature Fusion Transformer for Risky Driving
Behavior Recognition",
JOURNAL = ITS,
VOLUME = "27",
YEAR = "2026",
NUMBER = "5",
MONTH = "May",
PAGES = "5820-5836",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171424"}
@article{bb175743,
AUTHOR = "Huang, S.W. and Yang, C.H. and Hu, C. and Zhang, X. and Zhang, R.H.",
TITLE = "Driver's Perceived Risk Prediction Method Based on Semisupervised
Learning Strategy",
JOURNAL = HMS,
VOLUME = "56",
YEAR = "2026",
NUMBER = "3",
MONTH = "June",
PAGES = "625-635",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171425"}
@article{bb175744,
AUTHOR = "Qi, G. and Dong, Z.T. and Guan, W. and Huang, A.L. and An, Y.",
TITLE = "Human-Machine Fitness While Driving: Evaluating Human Acceptance of
Autonomous Driving Styles Through EEG Signal Analysis",
JOURNAL = HMS,
VOLUME = "56",
YEAR = "2026",
NUMBER = "3",
MONTH = "June",
PAGES = "636-649",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171426"}
@article{bb175745,
AUTHOR = "Ma, J. and Wu, Y.P. and Zhao, Z. and Rong, J. and Lu, Y.Y. and Ren, J.",
TITLE = "Impact of Freight Task Characteristics on Driving Styles:
A DSS-Based Quantitative Analysis",
JOURNAL = ITS,
VOLUME = "27",
YEAR = "2026",
NUMBER = "6",
MONTH = "June",
PAGES = "6425-6436",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171427"}
@inproceedings{bb175746,
AUTHOR = "Wang, Y.J. and Liu, Q. and Jiang, Z.X. and Wang, T.Y. and Jiao, J.F. and Chu, H.Q. and Gao, B.Z. and Chen, H.",
TITLE = "RAD: Retrieval-Augmented Decision-Making of Meta-Actions with
Vision-Language Models in Autonomous Driving",
BOOKTITLE = DistillDrive24,
YEAR = "2024",
PAGES = "3838-3848",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171428"}
@inproceedings{bb175747,
AUTHOR = "Charoenpitaks, K. and Nguyen, V.Q. and Suganuma, M. and Arai, K. and Totsuka, S. and Ino, H. and Okatani, T.",
TITLE = "TB-Bench: Training and Testing Multi-Modal AI for Understanding
Spatio-Temporal Traffic Behaviors from Dashcam Images/Videos",
BOOKTITLE = WAD25,
YEAR = "2025",
PAGES = "2436-2446",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171429"}
@inproceedings{bb175748,
AUTHOR = "Goff, M. and Hogan, G. and Hotz, G. and du Parc Locmaria, A. and Raczy, K. and Schafer, H. and Shihadeh, A. and Zhang, W.X. and Yousfi, Y.",
TITLE = "Learning to Drive from a World Model",
BOOKTITLE = SimulDrive25,
YEAR = "2025",
PAGES = "1955-1964",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171430"}
@inproceedings{bb175749,
AUTHOR = "Ni, J.C. and Guo, Y.X. and Liu, Y.C. and Chen, R. and Lu, L.W. and Wu, Z.H.",
TITLE = "MaskGWM: A Generalizable Driving World Model with Video Mask
Reconstruction",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "22381-22391",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171431"}
@inproceedings{bb175750,
AUTHOR = "Panadero, R. and Schorkhuber, D. and Gelautz, M.",
TITLE = "Importance-Guided Interpretability and Pruning for Video Transformers
in Driver Action Recognition",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "5295-5304",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171432"}
@inproceedings{bb175751,
AUTHOR = "Qiao, G.R. and Quan, G.R. and Qu, R.X. and Liu, G.L.",
TITLE = "Modelling Competitive Behaviors in Autonomous Driving Under Generative
World Model",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XXXV: 19-36",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171433"}
@inproceedings{bb175752,
AUTHOR = "Peng, Z.H. and Luo, W.J. and Lu, Y.R. and Shen, T.Y. and Gulino, C. and Seff, A. and Fu, J.",
TITLE = "Improving Agent Behaviors with Rl Fine-tuning for Autonomous Driving",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XXV: 165-181",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171434"}
@inproceedings{bb175753,
AUTHOR = "Zhao, G.S. and Ni, C.J. and Wang, X.F. and Zhu, Z. and Zhang, X.Y. and Wang, Y. and Huang, G. and Chen, X.Z. and Wang, B. and Zhang, Y. and Mei, W.J. and Wang, X.G.",
TITLE = "DriveDreamer4D: World Models Are Effective Data Machines for 4D
Driving Scene Representation",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "12015-12026",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171435"}
@inproceedings{bb175754,
AUTHOR = "Wang, X.F. and Zhu, Z. and Huang, G. and Chen, X.Z. and Zhu, J. and Lu, J.W.",
TITLE = "Drivedreamer: Towards Real-world-drive World Models for Autonomous
Driving",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XLVIII: 55-72",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171436"}
@inproceedings{bb175755,
AUTHOR = "Wasi, A. and Gangisetty, S. and Rai, S.N. and Jawahar, C.V.",
TITLE = "Early Anticipation of Driving Maneuvers",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXX: 152-169",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171437"}
@inproceedings{bb175756,
AUTHOR = "Zhou, Y.S. and Huang, L.Y. and Bu, Q.W. and Zeng, J. and Li, T.Y. and Qiu, H. and Zhu, H.Z. and Guo, M. and Qiao, Y. and Li, H.Y.",
TITLE = "Embodied Understanding of Driving Scenarios",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXII: 129-148",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171438"}
@inproceedings{bb175757,
AUTHOR = "Chitta, K. and Dauner, D. and Geiger, A.",
TITLE = "SLEDGE: Synthesizing Driving Environments with Generative Models and
Rule-based Traffic",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "IV: 57-74",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171439"}
@inproceedings{bb175758,
AUTHOR = "Wang, R. and Cai, C. and Wang, W.Q. and Gao, J.J. and Lin, D. and Liu, W. and Yap, K.H.",
TITLE = "CM2-Net: Continual Cross-Modal Mapping Network for Driver Action
Recognition",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "2236-2242",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171440"}
@inproceedings{bb175759,
AUTHOR = "Nguyen, H.H. and Tran, C.D. and Pham, L.H. and Tran, D.N.N. and Tran, T.H.P. and Vu, D.K. and Ho, Q.P.N. and Huynh, N.D.M. and Jeon, H.M. and Jeon, H.J. and Jeon, J.W.",
TITLE = "Multi-View Spatial-Temporal Learning for Understanding Unusual
Behaviors in Untrimmed Naturalistic Driving Videos",
BOOKTITLE = AICity24,
YEAR = "2024",
PAGES = "7144-7152",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171441"}
@inproceedings{bb175760,
AUTHOR = "Wang, J.B. and Yuan, Y. and Luo, Z.Y. and Xie, K. and Lin, D. and Iqbal, U. and Fidler, S. and Khamis, S.",
TITLE = "Learning Human Dynamics in Autonomous Driving Scenarios",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "20739-20749",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171442"}
@inproceedings{bb175761,
AUTHOR = "Jaeger, B. and Chitta, K. and Geiger, A.",
TITLE = "Hidden Biases of End-to-End Driving Models",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "8206-8215",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171443"}
@inproceedings{bb175762,
AUTHOR = "Teixeira e Silva, D. and Cruz, R.P.M.",
TITLE = "Condition Invariance for Autonomous Driving by Adversarial Learning",
BOOKTITLE = CIARP23,
YEAR = "2023",
PAGES = "I:552-563",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171444"}
@inproceedings{bb175763,
AUTHOR = "Zhang, T.T. and Wang, Q.T. and Dong, X.D. and Yu, W.Q. and Sun, H. and Zhou, X.Y. and Zhen, A. and Cui, S. and Wu, D. and He, Z.J.",
TITLE = "Augmented Self-Mask Attention Transformer for Naturalistic Driving
Action Recognition",
BOOKTITLE = AICity24,
YEAR = "2024",
PAGES = "7108-7114",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171445"}
@inproceedings{bb175764,
AUTHOR = "Dong, X.D. and Zhao, R.J. and Sun, H. and Wu, D. and Wang, J. and Zhou, X.Y. and Liu, J. and Cui, S. and He, Z.J.",
TITLE = "Multi-Attention Transformer for Naturalistic Driving Action
Recognition",
BOOKTITLE = AICity23,
YEAR = "2023",
PAGES = "5435-5441",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171446"}
@inproceedings{bb175765,
AUTHOR = "Li, R. and Wu, C. and Li, L. and Shen, Z.W. and Xu, T.Y. and Wu, X.J. and Li, X. and Lu, J.W. and Kittler, J.V.",
TITLE = "Action Probability Calibration for Efficient Naturalistic Driving
Action Localization",
BOOKTITLE = AICity23,
YEAR = "2023",
PAGES = "5270-5277",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171447"}
@inproceedings{bb175766,
AUTHOR = "Aboah, A. and Bagci, U. and Mussah, A.R. and Owor, N.J. and Adu Gyamfi, Y.",
TITLE = "DeepSegmenter: Temporal Action Localization for Detecting Anomalies
in Untrimmed Naturalistic Driving Videos",
BOOKTITLE = AICity23,
YEAR = "2023",
PAGES = "5359-5365",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171448"}
@inproceedings{bb175767,
AUTHOR = "Zhou, W. and Qian, Y.L. and Jie, Z.Q. and Ma, L.",
TITLE = "Multi View Action Recognition for Distracted Driver Behavior
Localization",
BOOKTITLE = AICity23,
YEAR = "2023",
PAGES = "5375-5380",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171449"}
@inproceedings{bb175768,
AUTHOR = "Chen, C. and Da, S.",
TITLE = "Research on Ship's Officer Behavior Identification Based on Mask
R-CNN",
BOOKTITLE = ICRVC22,
YEAR = "2022",
PAGES = "56-61",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171450"}
@inproceedings{bb175769,
AUTHOR = "Khan, S.S. and Shen, Z.T. and Sun, H.Y. and Patel, A. and Abedi, A.",
TITLE = "Supervised Contrastive Learning for Detecting Anomalous Driving
Behaviours from Multimodal Videos",
BOOKTITLE = CRV22,
YEAR = "2022",
PAGES = "16-23",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171451"}
@inproceedings{bb175770,
AUTHOR = "Han, Y. and Yilmaz, A.",
TITLE = "Learning to Drive Using Sparse Imitation Reinforcement Learning",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "3736-3742",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171452"}
@inproceedings{bb175771,
AUTHOR = "Zhang, Q.H. and Peng, Z.H. and Zhou, B.",
TITLE = "Learning to Drive by Watching YouTube Videos: Action-Conditioned
Contrastive Policy Pretraining",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXVI:111-128",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171453"}
@inproceedings{bb175772,
AUTHOR = "Chen, D. and Krahenbuhl, P.",
TITLE = "Learning from All Vehicles",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "17201-17210",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171454"}
@inproceedings{bb175773,
AUTHOR = "Zhao, H.Y. and Xiao, Y.C. and Zhao, Y.Y.",
TITLE = "PAND: Precise Action Recognition on Naturalistic Driving",
BOOKTITLE = AICity22,
YEAR = "2022",
PAGES = "3290-3298",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171455"}
@inproceedings{bb175774,
AUTHOR = "Zhang, J.Y. and Zhu, R.Z. and Ohn Bar, E.",
TITLE = "SelfD: Self-Learning Large-Scale Driving Policies From the Web",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "17295-17305",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171456"}
@inproceedings{bb175775,
AUTHOR = "Ding, G.C. and Han, W.W. and Wang, C.L. and Cui, M.P. and Zhou, L. and Pan, D. and Wang, J.Y. and Zhang, J.X. and Chen, Z.Z.",
TITLE = "A Coarse-to-Fine Boundary Localization method for Naturalistic
Driving Action Recognition",
BOOKTITLE = AICity22,
YEAR = "2022",
PAGES = "3233-3240",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171457"}
@inproceedings{bb175776,
AUTHOR = "Nguyen, C. and Nguyen, N. and Huynh, S. and Nguyen, V. and Nguyen, S.",
TITLE = "Learning Generalized Feature for Temporal Action Detection:
Application for Natural Driving Action Recognition Challenge",
BOOKTITLE = AICity22,
YEAR = "2022",
PAGES = "3248-3255",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171458"}
@inproceedings{bb175777,
AUTHOR = "Alkanat, T. and Akdag, E. and Bondarev, E. and de With, P.H.N.",
TITLE = "Density-Guided Label Smoothing for Temporal Localization of Driving
Actions",
BOOKTITLE = AICity22,
YEAR = "2022",
PAGES = "3173-3181",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171459"}
@inproceedings{bb175778,
AUTHOR = "Le, H.D. and Vu, M.Q. and Tran, M.T. and Phuc, N.V.",
TITLE = "Triplet Temporal-based Video Recognition with Multiview for Temporal
Action Localization",
BOOKTITLE = AICity23,
YEAR = "2023",
PAGES = "5428-5434",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171460"}
@inproceedings{bb175779,
AUTHOR = "Tran, M.T. and Vu, M.Q. and Hoang, N.D. and Bui, K.H.N.",
TITLE = "An Effective Temporal Localization Method with Multi-View 3D Action
Recognition for Untrimmed Naturalistic Driving Videos",
BOOKTITLE = AICity22,
YEAR = "2022",
PAGES = "3167-3172",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171461"}
@inproceedings{bb175780,
AUTHOR = "Bharadhwaj, M. and Ramadurai, G. and Ravindran, B.",
TITLE = "Detecting Vehicles on the Edge: Knowledge Distillation to Improve
Performance in Heterogeneous Road Traffic",
BOOKTITLE = AICity22,
YEAR = "2022",
PAGES = "3191-3197",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171462"}
@inproceedings{bb175781,
AUTHOR = "Greco, A. and Rundo, L. and Saggese, A. and Vento, M. and Vicinanza, A.",
TITLE = "Imitation Learning for Autonomous Vehicle Driving:
How Does the Representation Matter?",
BOOKTITLE = CIAP22,
YEAR = "2022",
PAGES = "I:15-26",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171463"}
@inproceedings{bb175782,
AUTHOR = "Gawronski, P. and Burschka, D.",
TITLE = "Visual Prediction of Driver Behavior in Shared Road Areas",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "9614-9621",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171464"}
@inproceedings{bb175783,
AUTHOR = "Wang, S. and Zhou, F. and Chen, S.L. and Yang, C.",
TITLE = "Recurrent Graph Convolutional Network for Skeleton-based Abnormal
Driving Behavior Recognition",
BOOKTITLE = DLPR20,
YEAR = "2020",
PAGES = "551-565",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171465"}
@inproceedings{bb175784,
AUTHOR = "Ameksa, M. and Mousannif, H. and Moatassime, H.A. and Elassad, Z.E.A.",
TITLE = "Toward Flexible Data Collection of Driving Behaviour",
BOOKTITLE = SmartCityApp20,
YEAR = "2020",
PAGES = "33-43",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171466"}
@inproceedings{bb175785,
AUTHOR = "Xia, Y. and Kim, J. and Canny, J. and Zipser, K. and Canas Bajo, T. and Whitney, D.",
TITLE = "Periphery-Fovea Multi-Resolution Driving Model Guided by Human
Attention",
BOOKTITLE = WACV20,
YEAR = "2020",
PAGES = "1756-1764",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171467"}
@inproceedings{bb175786,
AUTHOR = "Li, M.G. and Jiang, B. and Che, Z. and Shi, X. and Liu, M. and Meng, Y. and Ye, J. and Liu, Y.",
TITLE = "DBUS: Human Driving Behavior Understanding System",
BOOKTITLE = ADW19,
YEAR = "2019",
PAGES = "2436-2444",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171468"}
@inproceedings{bb175787,
AUTHOR = "Codevilla, F. and Santana, E. and Lopez, A. and Gaidon, A.",
TITLE = "Exploring the Limitations of Behavior Cloning for Autonomous Driving",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "9328-9337",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171469"}
@inproceedings{bb175788,
AUTHOR = "Martin, M. and Roitberg, A. and Haurilet, M. and Horne, M. and Reiß, S. and Voit, M. and Stiefelhagen, R.",
TITLE = "Drive Act: A Multi-Modal Dataset for Fine-Grained Driver Behavior
Recognition in Autonomous Vehicles",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "2801-2810",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171470"}
@inproceedings{bb175789,
AUTHOR = "Hong, J. and Sapp, B. and Philbin, J.",
TITLE = "Rules of the Road: Predicting Driving Behavior With a Convolutional
Model of Semantic Interactions",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "8446-8454",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171471"}
@inproceedings{bb175790,
AUTHOR = "Koetsier, C. and Busch, S. and Sester, M.",
TITLE = "Trajectory Extraction for Analysis of Unsafe Driving Behaviour",
BOOKTITLE = C3MGBD19,
YEAR = "2019",
PAGES = "1573-1578",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171472"}
@inproceedings{bb175791,
AUTHOR = "Jegham, I. and Ben Khalifa, A. and Alouani, I. and Mahjoub, M.A.",
TITLE = "MDAD: A Multimodal and Multiview in-Vehicle Driver Action Dataset",
BOOKTITLE = CAIP19,
YEAR = "2019",
PAGES = "I:518-529",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171473"}
@inproceedings{bb175792,
AUTHOR = "Kaushik, M. and Krishna, K.M.",
TITLE = "Learning Driving Behaviors for Automated Cars in Unstructured
Environments",
BOOKTITLE = AutoNUE18,
YEAR = "2018",
PAGES = "V:583-599",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171474"}
@inproceedings{bb175793,
AUTHOR = "Maqueda, A.I. and Loquercio, A. and Gallego, G. and Garcia, N. and Scaramuzza, D.",
TITLE = "Event-Based Vision Meets Deep Learning on Steering Prediction for
Self-Driving Cars",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "5419-5427",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171475"}
@inproceedings{bb175794,
AUTHOR = "Brahma, P.P. and Othon, A.",
TITLE = "Subset Replay Based Continual Learning for Scalable Improvement of
Autonomous Systems",
BOOKTITLE = AutoDrive18,
YEAR = "2018",
PAGES = "1179-11798",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171476"}
@inproceedings{bb175795,
AUTHOR = "Bera, A. and Randhavane, T. and Wang, A. and Manocha, D. and Kubin, E. and Gray, K.",
TITLE = "Classifying Group Emotions for Socially-Aware Autonomous Vehicle
Navigation",
BOOKTITLE = AutoDrive18,
YEAR = "2018",
PAGES = "1152-11528",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171477"}
@inproceedings{bb175796,
AUTHOR = "Cheung, E. and Bera, A. and Manocha, D.",
TITLE = "Efficient and Safe Vehicle Navigation Based on Driver Behavior
Classification",
BOOKTITLE = AutoDrive18,
YEAR = "2018",
PAGES = "1137-11377",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171478"}
@inproceedings{bb175797,
AUTHOR = "He, S. and Kangin, D. and Mi, Y. and Pugeault, N.",
TITLE = "Aggregated Sparse Attention for Steering Angle Prediction",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "2398-2403",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171479"}
@inproceedings{bb175798,
AUTHOR = "Chen, Y. and Wang, J. and Li, J. and Lu, C. and Luo, Z. and Xue, H. and Wang, C.",
TITLE = "LiDAR-Video Driving Dataset: Learning Driving Policies Effectively",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "5870-5878",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171480"}
@inproceedings{bb175799,
AUTHOR = "Ramanishka, V. and Chen, Y. and Misu, T. and Saenko, K.",
TITLE = "Toward Driving Scene Understanding:
A Dataset for Learning Driver Behavior and Causal Reasoning",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "7699-7707",
BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT171481"}
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