Driver intention recognition: State-of-the-art review

K Vellenga, HJ Steinhauer, A Karlsson… - IEEE Open Journal …, 2022 - ieeexplore.ieee.org
Every year worldwide more than one million people die and a further 50 million people are
injured in traffic accidents. Therefore, the development of car safety features that actively …

Driver intention algorithm for pedestrian protection and automated emergency braking systems

F Diederichs, T Schüttke, D Spath - 2015 IEEE 18th …, 2015 - ieeexplore.ieee.org
Driver intention recognition reveals an enormous potential for automated driving. Current
automated emergency braking (AEB) systems warn and take over vehicle control in case of …

Driver intention recognition method using continuous hidden Markov model

H Hou, L Jin, Q Niu, Y Sun, M Lu - International Journal of …, 2011 - Taylor & Francis
In order to make Intelligent Transportation System (ITS) work effectively, a driver intention
recognition method is proposed. In this research, three different recognition models were …

Machine Learning-Based Vehicle Intention Trajectory Recognition and Prediction for Autonomous Driving

H Yu, S Huo, M Zhu, Y Gong… - 2024 7th International …, 2024 - ieeexplore.ieee.org
In recent years, the expansion of internet technology and advancements in automation have
brought significant attention to autonomous driving technology. Major automobile …

A machine learning based personalized system for driving state recognition

D Yi, J Su, C Liu, M Quddus, WH Chen - Transportation Research Part C …, 2019 - Elsevier
Reliable driving state recognition (eg normal, drowsy, and aggressive) plays a significant
role in improving road safety, driving experience and fuel efficiency. It lays the foundation for …

Driver's intention identification with the involvement of emotional factors in two-lane roads

X Wang, Y Guo, C Bai, Q Yuan, S Liu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Driver's emotion is a psychological reaction to environmental stimulus. Driver intention is an
internal state of mind, which directs the actions in the next moment during driving. Emotions …

Driver behavior classification: a systematic literature review

S Bouhsissin, N Sael, F Benabbou - IEEE Access, 2023 - ieeexplore.ieee.org
Driver behavior is receiving increasing attention because of the staggering number of road
accidents. Many road safety reports regard human behavior as the most important factor in …

Rule-based highway maneuver intention recognition

J Nilsson, J Fredriksson… - 2015 IEEE 18th …, 2015 - ieeexplore.ieee.org
Future advanced driver assistance systems or fully automated driving systems require an
increased ability to classify and interpret traffic situations in order to appropriately account …

Continuous car driving intent detection using structural pattern recognition

S Lee, MQ Khan, MN Husen - IEEE Transactions on Intelligent …, 2020 - ieeexplore.ieee.org
The early detection of a driver's intention prior to the initiation of actual maneuvering is to
offer effective means of assisting the driver in times of safety. Conventional approaches in …

Driver profile and driving pattern recognition for road safety assessment: Main challenges and future directions

DI Tselentis, E Papadimitriou - IEEE Open Journal of Intelligent …, 2023 - ieeexplore.ieee.org
This study reviews the Artificial Intelligence and Machine Learning approaches developed
thus far for driver profile and driving pattern recognition, representing a set of macroscopic …