Computer Vision and Pattern Recognition · Computer Science
Deep Learning-based Vehicle Behaviour Prediction For Autonomous Driving Applications: A Review
Sajjad Mozaffari, Omar Y. Al-Jarrah, Mehrdad Dianati, Paul Jennings +1
2020-08-07
Machine Learning · Computer Science
Animal Behavior Analysis Methods Using Deep Learning: A Survey
Edoardo Fazzari, Donato Romano, Fabrizio Falchi, Cesare Stefanini
2024-05-24
Computer Vision and Pattern Recognition · Computer Science
Deep Learning Serves Traffic Safety Analysis: A Forward-looking Review
Abolfazl Razi, Xiwen Chen, Huayu Li, Hao Wang +3
2022-07-07
Robotics · Computer Science
Developing, Analyzing, and Evaluating Vehicular Lane Keeping Algorithms Under Dynamic Lighting and Weather Conditions Using Electric Vehicles
Michael Khalfin, Jack Volgren, Matthew Jones, Luke LeGoullon +2
2024-06-12
Machine Learning · Computer Science
CBANet: A Compact Attention-Based CNN-BiLSTM Network for Aggressive Driving Event Detection
Hanadi Alhamdan, Ghadah Alosaimi, Amir Atapour-Abarghouei, Farshad Arvin
2026-05-25
Machine Learning · Computer Science
A Survey on Deep Learning for Human Mobility
Massimiliano Luca, Gianni Barlacchi, Bruno Lepri, Luca Pappalardo
2022-05-02
Systems and Control · Electrical Eng. & Systems
Sensitivity Analysis for Vehicle Dynamics Models -- An Approach to Model Quality Assessment for Automated Vehicles
Marcus Nolte, Richard Schubert, Cordula Reisch, Markus Maurer
2020-05-12
Artificial Intelligence · Computer Science
Characterizing Driving Styles with Deep Learning
Weishan Dong, Jian Li, Renjie Yao, Changsheng Li +2
2016-10-11
Machine Learning · Computer Science
Deep Learning-Based Autonomous Driving Systems: A Survey of Attacks and Defenses
Yao Deng, Tiehua Zhang, Guannan Lou, Xi Zheng +2
2021-04-13
Signal Processing · Electrical Eng. & Systems
Deep Learning on Traffic Prediction: Methods, Analysis and Future Directions
Xueyan Yin, Genze Wu, Jinze Wei, Yanming Shen +2
2021-03-22
Computer Vision and Pattern Recognition · Computer Science
An Efficient and Scalable Deep Learning Approach for Road Damage Detection
Sadra Naddaf-Sh, M-Mahdi Naddaf-Sh, Amir R. Kashani, Hassan Zargarzadeh
2020-12-18
Machine Learning · Computer Science
A Driving Regime-Embedded Deep Learning Framework for Modeling Intra-Driver Heterogeneity in Multi-Scale Car-Following Dynamics
Shirui Zhou, Jiying Yan, Junfang Tian, Tao Wang +2
2025-06-09
Systems and Control · Electrical Eng. & Systems
Processing and Analyzing Real-World Driving Data: Insights on Trips, Scenarios, and Human Driving Behaviors
Jihun Han, Dominik Karbowski, Ayman Moawad, Namdoo Kim +4
2025-01-16
Machine Learning · Computer Science
Passive and Active Learning of Driver Behavior from Electric Vehicles
Federica Comuni, Christopher Mészáros, Niklas Åkerblom, Morteza Haghir Chehreghani
2024-05-24
Machine Learning · Computer Science
Hybrid Approach for Driver Behavior Analysis with Machine Learning, Feature Optimization, and Explainable AI
Mehedi Hasan Shuvo, Md. Raihan Tapader, Nur Mohammad Tamjid, Sajjadul Islam +2
2026-01-08
Computer Vision and Pattern Recognition · Computer Science
DriftNet: Aggressive Driving Behavior Classification using 3D EfficientNet Architecture
Alam Noor, Bilel Benjdira, Adel Ammar, Anis Koubaa
2020-04-28
Machine Learning · Computer Science
A Survey of Deep Learning Applications to Autonomous Vehicle Control
Sampo Kuutti, Richard Bowden, Yaochu Jin, Phil Barber +1
2019-12-24
Computer Vision and Pattern Recognition · Computer Science
Drivers' attention detection: a systematic literature review
Luiz G. Véras, Anna K. F. Gomes, Guilherme A. R. Dominguez, Alexandre T. Oliveira
2022-04-11