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 …

A review of driver gaze estimation and application in gaze behavior understanding

PK Sharma, P Chakraborty - Engineering Applications of Artificial …, 2024 - Elsevier
Driver gaze plays a key role in different gaze-based applications, such as driver
attentiveness detection, visual distraction detection, gaze behavior understanding, and …

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 …

Theory-based approach for assessing cognitive load during time-critical resource-managing human–computer interactions: an eye-tracking study

N Sevcenko, T Appel, M Ninaus, K Moeller… - Journal on Multimodal …, 2023 - Springer
Computerized systems are taking on increasingly complex tasks. Consequently, monitoring
automated computerized systems is becoming increasingly demanding for human …

[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 …

Uncertainty-aware gaze tracking for assisted living environments

P Her, L Manderle, PA Dias… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Effective assisted living environments must be able to infer how their occupants interact in a
variety of scenarios. Gaze direction provides strong indications of how a person engages …

Correlation between physiological and performance-based metrics to estimate pilots' cognitive workload

PA Hebbar, K Bhattacharya, G Prabhakar… - Frontiers in …, 2021 - frontiersin.org
This paper discusses the utilization of pilots' physiological indications such as
electroencephalographic (EEG) signals, ocular parameters, and pilot performance-based …

[HTML][HTML] Robust cognitive load detection from wrist-band sensors

V Borisov, E Kasneci, G Kasneci - Computers in Human Behavior Reports, 2021 - Elsevier
In recent years, the detection of cognitive load has received a lot of attention. Understanding
the circumstances in which cognitive load occurs and reliably predicting such occurrences …

Harmony: A human-centered multimodal driving study in the wild

A Tavakoli, S Kumar, X Guo, V Balali… - IEEE …, 2021 - ieeexplore.ieee.org
Effective shared autonomy requires a clear understanding of driver's behavior, which is
governed by multiple psychophysiological and environmental variables. Disentangling this …

Cognitive Workload Estimation in Conditionally Automated Vehicles Using Transformer Networks Based on Physiological Signals

A Wang, J Wang, W Shi, D He - Transportation Research …, 2024 - journals.sagepub.com
Though driving automation promises to improve driving safety, drivers are still required to be
ready to retake control in conditionally automated vehicles, which are defined by the Society …