ReviewSensors (Basel, Switzerland)2019
Gaze and Eye Tracking: Techniques and Applications in ADAS.
Review in Sensors (Basel, Switzerland), 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
23 citing papers in PubMed, 1 synthesis or guideline pooled it, 108 citations in OpenAlex.
- A systematic review of oculomotor deficits associated with acute and chronic cannabis use.Addiction biology · 2024Pooled it
- Effect of CannEpilJournal of psychopharmacology (Oxford, England) · 2023Trial
- Perception of oral hygiene during orthodontic treatment: an eye-tracking and cross-sectional study.Scientific reports · 2026Article
- A Comprehensive Framework for Eye Tracking: Methods, Tools, Applications, and Cross-Platform Evaluation.Journal of eye movement research · 2025Review
- Driving Fatigue Onset and Visual Attention: An Electroencephalography-Driven Analysis of Ocular Behavior in a Driving Simulation Task.Behavioral sciences (Basel, Switzerland) · 2024Article
- Comprehensive Assessment of Artificial Intelligence Tools for Driver Monitoring and Analyzing Safety Critical Events in Vehicles.Sensors (Basel, Switzerland) · 2024Review
- Modulating Driver Alertness via Ambient Olfactory Stimulation: A Wearable Electroencephalography Study.Sensors (Basel, Switzerland) · 2024Article
- Article
- Blink-To-Live eye-based communication system for users with speech impairments.Scientific reports · 2023Article
- The Impact of Physical Motion Cues on Driver Braking Performance: A Clinical Study Using Driving Simulator and Eye Tracker.Sensors (Basel, Switzerland) · 2022Article
- Advances in Materials, Sensors, and Integrated Systems for Monitoring Eye Movements.Biosensors · 2022Review
- Detecting Soldiers' Fatigue Using Eye-Tracking Glasses: Practical Field Applications and Research Opportunities.Military medicine · 2022Review
- A Driver Gaze Estimation Method Based on Deep Learning.Sensors (Basel, Switzerland) · 2022Article
- Driver's Head Pose and Gaze Zone Estimation Based on Multi-Zone Templates Registration and Multi-Frame Point Cloud Fusion.Sensors (Basel, Switzerland) · 2022Article
- Identification of gaze pattern and blind spots by upper gastrointestinal endoscopy using an eye-tracking technique.Surgical endoscopy · 2022Article
- Dual-Cameras-Based Driver's Eye Gaze Tracking System with Non-Linear Gaze Point Refinement.Sensors (Basel, Switzerland) · 2022Article
- Visual preference of plant features in different living environments using eye tracking and EEG.PloS one · 2022Article
- Gaze Focalization System for Driving Applications Using OpenFace 2.0 Toolkit with NARMAX Algorithm in Accidental Scenarios.Sensors (Basel, Switzerland) · 2021Article
- The Effects of an In-vehicle Collision Warning System on Older Drivers' On-road Head Movements at Intersections.Frontiers in psychology · 2021Article
- Real-Time Abnormal Event Detection for Enhanced Security in Autonomous Shuttles Mobility Infrastructures.Sensors (Basel, Switzerland) · 2020Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors at 1 institution in 1 country.
Funding
Abstract
Tracking drivers' eyes and gazes is a topic of great interest in the research of advanced driving assistance systems (ADAS). It is especially a matter of serious discussion among the road safety researchers' community, as visual distraction is considered among the major causes of road accidents. In this paper, techniques for eye and gaze tracking are first comprehensively reviewed while discussing their major categories. The advantages and limitations of each category are explained with respect to their requirements and practical uses. In another section of the paper, the applications of eyes and gaze tracking systems in ADAS are discussed. The process of acquisition of driver's eyes and gaze data and the algorithms used to process this data are explained. It is explained how the data related to a driver's eyes and gaze can be used in ADAS to reduce the losses associated with road accidents occurring due to visual distraction of the driver. A discussion on the required features of current and future eye and gaze trackers is also presented.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.