Survey on rgb, 3d, thermal, and multimodal approaches for facial expression recognition: History, trends, and affect-related applications

CA Corneanu, MO Simón, JF Cohn… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Facial expressions are an important way through which humans interact socially. Building a
system capable of automatically recognizing facial expressions from images and video has …

[HTML][HTML] Detecting driver drowsiness based on sensors: a review

A Sahayadhas, K Sundaraj, M Murugappan - Sensors, 2012 - mdpi.com
In recent years, driver drowsiness has been one of the major causes of road accidents and
can lead to severe physical injuries, deaths and significant economic losses. Statistics …

IoT‐based smart alert system for drowsy driver detection

AK Biswal, D Singh, BK Pattanayak… - Wireless …, 2021 - Wiley Online Library
In current years, drowsy driver detection is the most necessary procedure to prevent any
road accidents, probably worldwide. The aim of this study was to construct a smart alert …

The faces of engagement: Automatic recognition of student engagementfrom facial expressions

J Whitehill, Z Serpell, YC Lin, A Foster… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Student engagement is a key concept in contemporary education, where it is valued as a
goal in its own right. In this paper we explore approaches for automatic recognition of …

Driver behavior analysis for safe driving: A survey

S Kaplan, MA Guvensan, AG Yavuz… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Driver drowsiness and distraction are two main reasons for traffic accidents and the related
financial losses. Therefore, researchers have been working for more than a decade on …

Towards detection of bus driver fatigue based on robust visual analysis of eye state

B Mandal, L Li, GS Wang, J Lin - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Driver's fatigue is one of the major causes of traffic accidents, particularly for drivers of large
vehicles (such as buses and heavy trucks) due to prolonged driving periods and boredom in …

The computer expression recognition toolbox (CERT)

G Littlewort, J Whitehill, T Wu, I Fasel… - … on Automatic Face & …, 2011 - ieeexplore.ieee.org
We present the Computer Expression Recognition Toolbox (CERT), a software tool for fully
automatic real-time facial expression recognition, and officially release it for free academic …

Driver inattention monitoring system for intelligent vehicles: A review

Y Dong, Z Hu, K Uchimura… - IEEE transactions on …, 2010 - ieeexplore.ieee.org
In this paper, we review the state-of-the-art technologies for driver inattention monitoring,
which can be classified into the following two main categories: 1) distraction and 2) fatigue …

Carsafe app: Alerting drowsy and distracted drivers using dual cameras on smartphones

CW You, ND Lane, F Chen, R Wang, Z Chen… - Proceeding of the 11th …, 2013 - dl.acm.org
We present CarSafe, a new driver safety app for Android phones that detects and alerts
drivers to dangerous driving conditions and behavior. It uses computer vision and machine …

Driver drowsiness measurement technologies: Current research, market solutions, and challenges

M Doudou, A Bouabdallah… - International Journal of …, 2020 - Springer
Significant advances in embedded technologies hold promise to characterize and monitor
driver's state of alertness and detect critical levels of driver drowsiness in real-time. While …