Deep learning-based vehicle behavior prediction for autonomous driving applications: A review

S Mozaffari, OY Al-Jarrah, M Dianati… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
… prediction solutions are applicable in simple driving scenarios that … for vehicle behavior
prediction in this article. We firstly give an overview of the generic problem of vehicle behavior

Driver-behavior modeling using on-road driving data: A new application for behavior signal processing

C Miyajima, K Takeda - IEEE Signal Processing Magazine, 2016 - ieeexplore.ieee.org
… We used a multistream HMM for the integrated modeling of driver gaze, vehicle-operation
behavior, and vehicle motion during lane changes [18]. We first broke each target activity …

Driver behavior modeling: Developments and future directions

N AbuAli, H Abou-Zeid - International journal of vehicular …, 2016 - Wiley Online Library
driver behavior models for emerging applications. Despite the progressive advancements in
various aspects of driver behavior … to modeling the vehicle behavior, determining the drivers’ …

A survey on driver behavior analysis from in-vehicle cameras

J Wang, W Chai, A Venkatachalapathy… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
vehicle applications and not the intrinsic driver behavior associated with each domain. Another
direction to such studies has lain in identifying driver behavior … ] information about drivers. …

Gamified mobile applications for improving driving behavior: A systematic mapping study

A El hafidy, T Rachad, A Idri… - Mobile Information …, 2021 - Wiley Online Library
… that provide the possibility to collect data about vehicles and drivers [9]. The collected … driving
behavior, driving style, driving skills, and accident prediction. All that will make mobile apps

[PDF][PDF] A driving behavior retrieval application for vehicle surveillance system

F Xianping, M Yugang, Y Guoliang - International Journal of Modern …, 2011 - mecs-press.net
driver and administrator such as multiview road and driver … on the vehicle, video shots
monitoring driving behavior and … How to retrieval driver’s specific behavior, such as ignoring …

DrivingStyles: A smartphone application to assess driver behavior

JE Meseguer, CT Calafate, JC Cano… - 2013 IEEE symposium …, 2013 - ieeexplore.ieee.org
… When analyzing the actual route with the driver, we find that periods of quiet behavior were
associated with slow transit areas where vehicle queueing and semaphores impeded a more …

Drivesafe: An app for alerting inattentive drivers and scoring driving behaviors

LM Bergasa, D Almería, J Almazán… - … Intelligent Vehicles …, 2014 - ieeexplore.ieee.org
… consider critical driving events as violations of certain thresholds imposed on vehicle acceleration
… A major part of smartphone-based applications for the assessment of driving behavior

Driving behavior analysis with smartphones: insights from a controlled field study

J Paefgen, F Kehr, Y Zhai, F Michahelles - Proceedings of the 11th …, 2012 - dl.acm.org
… We evaluate a mobile application that assesses driving behavior based on in-vehicle
This paper has evaluated a mobile application for the assessment of driving behavior based …

Driving behavior classification at signalized intersections using vehicle kinematics: Application of unsupervised machine learning

NO Khanfar, M Elhenawy, HI Ashqar… - … journal of injury …, 2023 - Taylor & Francis
Driving behavior is considered as a unique driving habit of each driver and has a significant
… framework that can classify driving behavior at signalized intersections considering two …