Driver Anomaly Quantification for Intelligent Vehicles: A Contrastive Learning Approach With Representation Clustering

Toward Human-Centered Automated Driving: A Novel Spatiotemporal Vision Transformer-Enabled Head Tracker

(2022) Zhongxu Hu et al.   IEEE Vehicular Technology Magazine

Deep Convolutional Neural Network-based Bernoulli Heatmap for Head Pose Estimation

(2021) Zhongxu Hu et al.   NEUROCOMPUTING

Fine-Grained Detection of Driver Distraction Based on Neural Architecture Search

(2021) Jie Chen et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Toward Safe and Smart Mobility: Energy-Aware Deep Learning for Driving Behavior Analysis and Prediction of Connected Vehicles

(2021) Yang Xing et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Data-Driven Estimation of Driver Attention Using Calibration-Free Eye Gaze and Scene Features

(2021) Zhongxu Hu et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Collision-Probability-Aware Human-Machine Cooperative Planning for Safe Automated Driving

(2021) Chao Huang et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

SuperGraph: Spatial-Temporal Graph-Based Feature Extraction for Rotating Machinery Diagnosis

(2021) Chaoying Yang et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Cooperative Decision Making of Connected Automated Vehicles at Multi-Lane Merging Zone: A Coalitional Game Approach

(2021) Peng Hang et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Human–Machine Adaptive Shared Control for Safe Driving Under Automation Degradation

(2021) Chao Huang et al.   IEEE Intelligent Transportation Systems Magazine

A Survey on Driver Behavior Analysis From In-Vehicle Cameras

(2021) Jiyang Wang et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

End-to-End Autonomous Driving Risk Analysis: A Behavioural Anomaly Detection Approach

(2020) Cian Ryan et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Detecting Driver Behavior Using Stacked Long Short Term Memory Network With Attention Layer

(2020) Shokoufeh Monjezi Kouchak et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Driver Distraction Identification with an Ensemble of Convolutional Neural Networks

(2019) Hesham M. Eraqi et al.   JOURNAL OF ADVANCED TRANSPORTATION

Deep Metric Learning: A Survey

(2019) Kaya et al.   Symmetry-Basel

A survey of deep learning techniques for autonomous driving

(2019) Sorin Grigorescu et al.   Journal of Field Robotics

Distracted driver classification using deep learning

(2019) Munif Alotaibi et al.   Signal Image and Video Processing

Data-Driven Fault Diagnosis Method Based on Compressed Sensing and Improved Multiscale Network

(2019) Zhong-Xu Hu et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

A Comprehensive Review of Driver Behavior Analysis Utilizing Smartphones

(2019) Teck Kai Chan et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Detection and Evaluation of Driver Distraction Using Machine Learning and Fuzzy Logic

(2018)   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

3D separable convolutional neural network for dynamic hand gesture recognition

(2018) Zhongxu Hu et al.   NEUROCOMPUTING

A CRNN module for hand pose estimation

(2018) Zhongxu Hu et al.   NEUROCOMPUTING