Review of eye tracking metrics involved in emotional and cognitive processes

V Skaramagkas, G Giannakakis… - IEEE Reviews in …, 2021 - ieeexplore.ieee.org
Eye behaviour provides valuable information revealing one's higher cognitive functions and
state of affect. Although eye tracking is gaining ground in the research community, it is not …

The ability of eye-tracking metrics to classify and predict the perceived driving workload

OV Bitkina, J Park, HK Kim - International Journal of Industrial Ergonomics, 2021 - Elsevier
Traffic safety is directly related to the mental and physical condition of the driver. Performing
regular secondary tasks while driving is an additional activity that dissipates attention and …

Assessing perceptual load and cognitive load by fixation-related information of eye movements

JC Liu, KA Li, SL Yeh, SY Chien - Sensors, 2022 - mdpi.com
Assessing mental workload is imperative for avoiding unintended negative consequences in
critical situations such as driving and piloting. To evaluate mental workload, measures of …

[HTML][HTML] COLET: A dataset for COgnitive workLoad estimation based on eye-tracking

E Ktistakis, V Skaramagkas, D Manousos… - Computer Methods and …, 2022 - Elsevier
Abstract Background and Objective: The cognitive workload is an important component in
performance psychology, ergonomics, and human factors. Publicly available datasets are …

Real-time workload estimation using eye tracking: A Bayesian inference approach

R Luo, Y Weng, P Jayakumar, MJ Brudnak… - … Journal of Human …, 2024 - Taylor & Francis
Workload management is a critical concern in shared control of unmanned ground vehicles.
In response to this challenge, prior studies have developed methods to estimate human …

A Review of the Use of Gaze and Pupil Metrics to Assess Mental Workload in Gamified and Simulated Sensorimotor Tasks

H Gorin, J Patel, Q Qiu, A Merians, S Adamovich… - Sensors, 2024 - mdpi.com
Gaze and pupil metrics are used to represent higher cognitive processes in a variety of
contexts. One growing area of research is the real-time assessment of workload and …

Neural network driven eye tracking metrics and data visualization in metaverse and virtual reality maritime safety training

E Markopoulos, M Luimula… - Proceedings of the …, 2021 - discovery.ucl.ac.uk
Understand the human brain, predict human performance, and proactively plan, strategize
and act based on such information initiated a scientific multidisciplinary alliance to address …

[HTML][HTML] Cognitive and visual processing of 3D enhanced disaster risk communication video

A Kopacz, G Banerski, C Biele - International Journal of Disaster Risk …, 2022 - Elsevier
Using advanced graphic effects in video messages can be an effective tool to enhance a
message through more realistic presentation. However, according to Cognitive Load Theory …

Color Vision Deficiency Recognition Based on Eye-Tracking Metrics Using Machine Learning Approaches

OV Bitkina, J Park, DH Ryu - International Journal of Human …, 2024 - Taylor & Francis
Individuals with color vision deficiency (CVD) face many difficulties and limitations in their
daily lives and professional activities, some of which may prove life-threatening. These …

Investigating cognitive workload in irrelevant speech-based information communication with visual distractions: Pleasant or distracted?

L Liu, VG Duffy - International Journal of Industrial Ergonomics, 2024 - Elsevier
Irrelevant background sounds have been proven to decrease efficiency while working, while
the perception may be different when people actively listen to pleasant background sounds …