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  • Review
  • Open Access
133 Views
21 Pages

12 February 2026

Eye tracking has become a central method in human–computer interaction (HCI), supported by advances in sensing technologies and AI-based gaze analysis. Despite this rapid growth, a comprehensive and up-to-date overview of eye-tracking research...

  • Article
  • Open Access
122 Views
20 Pages

11 February 2026

In complex urban traffic environments, the design of multimodal prompts in augmented reality head-up displays (AR-HUDs) plays a critical role in driving safety and operational efficiency. Despite growing interest in audiovisual navigation assistance,...

  • Article
  • Open Access
125 Views
19 Pages

11 February 2026

Over the past decades, eye movements and blinks have been integrated into Concealed Information Test (CIT) paradigms as indicators of deception. Recent findings suggested that fixation patterns in CITs depend on stimulus layout, particularly the dist...

  • Article
  • Open Access
259 Views
15 Pages

Strabismus affects 2–4% of the global population, with horizontal cases accounting for more than 90%. Automated screening using monocular gaze estimation technology shows promise for early detection. However, existing models assume normal binoc...

  • Article
  • Open Access
220 Views
19 Pages

Despite the increasing adoption of desktop virtual reality (VR) in higher education, the specific instructional efficacy of 3D interactive prompts remains inadequately understood. This study examines how such prompts—specifically dynamic spatia...

  • Article
  • Open Access
347 Views
17 Pages

The Influence of Noise Perception and Parent-Rated Developmental Characteristics on White Noise Benefits in Children

  • Erica Jostrup,
  • Marcus Nyström,
  • Göran B. W. Söderlund,
  • Emma Claesdotter-Knutsson,
  • Peik Gustafsson and
  • Pia Tallberg

White noise has been proposed to enhance cognitive performance in children with ADHD, but findings are inconsistent, and benefits vary across tasks and individuals. Such variability suggests that diagnostic comparisons may overlook meaningful develop...

  • Article
  • Open Access
229 Views
22 Pages

Eye Movement Classification Using Neuromorphic Vision Sensors

  • Khadija Iddrisu,
  • Waseem Shariff,
  • Maciej Stec,
  • Noel O’Connor and
  • Suzanne Little

Eye movement classification, particularly the identification of fixations and saccades, plays a vital role in advancing our understanding of neurological functions and cognitive processing. Conventional modalities of data, such as RGB webcams, often...

  • Article
  • Open Access
281 Views
21 Pages

Fluent word reading is a key literacy skill, yet the full extent of the oculomotor underpinnings in developing readers remains unknown. Rapid automatized naming (RAN) is a useful clinical measure that has been shown to predict word reading fluency. H...

  • Article
  • Open Access
179 Views
16 Pages

The purpose of the study was to analyze, characterize, and compare the measurements of saccades that occurred during the positive and negative fusional vergence test (PFV and NFV, respectively) as a function of the disparity vergence demand. Thirty-f...

  • Article
  • Open Access
276 Views
20 Pages

Understanding how tacit knowledge embedded in visual materials is accessed and utilized during evaluation tasks remains a key challenge in human–computer interaction and visual expertise research. Although eye-tracking studies have identified s...

  • Article
  • Open Access
243 Views
25 Pages

Including Eye Movement in the Assessment of Physical Fatigue Under Different Loading Types and Road Slopes

  • Yixuan Wei,
  • Xueli Wen,
  • Shu Wang,
  • Lanyun Zhang,
  • Jianwu Chen and
  • Longzhe Jin

Background: Emergency rescuers frequently carry heavy equipment for extended periods, making musculoskeletal disorders a major occupational concern. Loading type and road slope play important roles in inducing physical fatigue; however, the assessmen...

  • Article
  • Open Access
249 Views
17 Pages

A Comparison of Centroid Tracking and Image Phase for Improved Optokinetic Nystagmus Detection

  • Jason Turuwhenua,
  • Mohammad Norouzifard,
  • Zaw LinTun,
  • Misty Edmonds,
  • Rebecca Findlay,
  • Joanna Black and
  • Benjamin Thompson

Optokinetic nystagmus (OKN) is an involuntary sawtooth eye movement that occurs in the presence of a drifting stimulus. Our experience is that low-amplitude/short-duration OKN can challenge the limits of our commercially available Pupil Neon eye-trac...

  • Article
  • Open Access
182 Views
14 Pages

Visual search behavior, influenced by expertise, prior knowledge, training, and visual fatigue, is crucial in ophthalmic diagnostics. This study investigates differences in eye-tracking strategies between novice and experienced eye care practitioners...

  • Article
  • Open Access
363 Views
18 Pages

Eye movements are important indicators of problem-solving or solution strategies and are recorded using eye-tracking technologies. As they reveal how viewers interact with presented information during task processing, their analysis is crucial for ed...

  • Article
  • Open Access
397 Views
34 Pages

Advanced Consumer Behaviour Analysis: Integrating Eye Tracking, Machine Learning, and Facial Recognition

  • José Augusto Rodrigues,
  • António Vieira de Castro and
  • Martín Llamas-Nistal

This study presents DeepVisionAnalytics, an integrated framework that combines eye tracking, OpenCV-based computer vision (CV), and machine learning (ML) to support objective analysis of consumer behaviour in visually driven tasks. Unlike conventiona...

  • Article
  • Open Access
260 Views
19 Pages

Analysis of Top-Down Perceptual Modulation Considering Eye Fixations Made on a Bistable Logo

  • Guillermo Rodríguez-Martínez and
  • Juan Camilo Giraldo-Aristizábal

Within the framework of brand communication, several companies choose to use bistable logos. These types of logos fall within the mechanisms inherent to bistable perception, where the interpretation of the two possible percepts involved may depend on...

  • Article
  • Open Access
370 Views
23 Pages

From past to present, modern additions have continued to transform historic environments. While some argue that contemporary extensions disrupt the integrity of historic buildings, others suggest that the contrast between past and present creates a m...

  • Article
  • Open Access
451 Views
30 Pages

Articles are among the most frequently encountered words during reading; however, it is not clear how deeply they are usually processed. This study examines whether native Spanish speakers use parafoveal article–noun agreement information to guide ey...

  • Article
  • Open Access
588 Views
16 Pages

Gaze behavior is a critical component of social interaction, reflecting emotional recognition and social regulation. While previous research has emphasized either situational influences (e.g., deception) or stable individual differences (e.g., attach...

  • Article
  • Open Access
559 Views
16 Pages

The Impact of Ophthalmic Lens Power and Treatments on Eye Tracking Performance

  • Marta Lacort-Beltrán,
  • Adrián Alejandre,
  • Sara Guillén,
  • Marina Vilella,
  • Xian Pan,
  • Victoria Pueyo,
  • Marta Ortin and
  • Eduardo Esteban-Ibañez

Eye tracking (ET) technology is increasingly used in both research and clinical practice, but its accuracy may be compromised by the presence of ophthalmic lenses. This study systematically evaluated the influence of different optical prescriptions a...

  • Article
  • Open Access
531 Views
25 Pages

This article examines the nature of musical stimuli used in eye-movement research on music reading, with a focus on syntactic elements essential for fluent reading: melody, rhythm, and harmony. Drawing parallels between language and music as syntacti...

  • Article
  • Open Access
478 Views
17 Pages

This study compares the roles of eye-tracking and verbal reports (think-alouds and retrospective verbal reports, RVRs) in L2 reading process research through three qualitative studies. Findings indicate that eye-tracking provided precise, quantitativ...

  • Article
  • Open Access
1 Citations
535 Views
24 Pages

Discriminative Capabilities of Eye Gaze Measures for Cognitive Load Evaluation in a Driving Simulation Task

  • Anastasiia Bakhchina,
  • Karina Arutyunova,
  • Evgenii Burashnikov,
  • Anastasiya Filatova,
  • Andrei Filimonov and
  • Ivan Shishalov

Driving is a cognitively demanding task engaging attentional effort and working memory resources, which increases cognitive load. The aim of this study was to evaluate the discriminative capabilities of an objective eye tracking method in comparison...

  • Article
  • Open Access
464 Views
17 Pages

16 December 2025

Since the earliest studies on human eye movements, it has been repeatedly demonstrated that observers fixate the center of visual stimuli more than their periphery, regardless of visual content. Subsequent research suggested only little effect of typ...

  • Article
  • Open Access
522 Views
10 Pages

The Role of Spontaneous Eye Blinks in Temporal Perception: An Eye Tracking Study

  • Domenica Abad-Malo,
  • Omar Alvarado-Cando and
  • Hakan Karsilar

16 December 2025

Our interaction with the world depends on our ability to process temporal information, which is a key component of human cognition that directly impacts decision-making, planning, and prediction of events. Visual information plays a crucial role in s...

  • Article
  • Open Access
617 Views
40 Pages

13 December 2025

Strong communication is central to the translation of breast cancer screening availability into uptake. This experiment tests the role of design features of screening advertisements in directing visual attention in screening-eligible women (≥40 ye...

  • Article
  • Open Access
708 Views
21 Pages

10 December 2025

Mobile games have become one of the fastest-growing segments of the digital economy, and in-app advertisements represent a major source of revenue while shaping consumer attention and memory processes. This study examined the relationship between vis...

  • Article
  • Open Access
957 Views
20 Pages

Distance simultaneous interpreting is a typical example of technology-mediated interpreting, bridging participants (i.e., interpreters, audience, and speakers) in various events and conferences. This study explores how presentation mode affects cogni...

  • Article
  • Open Access
680 Views
17 Pages

Initial and Sustained Attentional Bias Toward Emotional Faces in Patients with Major Depressive Disorder

  • Hanliang Wei,
  • Tak Kwan Lam,
  • Weijian Liu,
  • Waxun Su,
  • Zheng Wang,
  • Qiandong Wang,
  • Xiao Lin and
  • Peng Li

Major depressive disorder (MDD) represents a prevalent mental health condition characterized by prominent attentional biases, particularly toward negative stimuli. While extensive research has established the significance of negative attentional bias...

  • Article
  • Open Access
812 Views
23 Pages

Eye-tracking for user experience analysis has traditionally relied on dedicated hardware, which is often costly and imposes restrictive operating conditions. As an alternative, solutions utilizing ordinary webcams have attracted significant interest...

  • Article
  • Open Access
1,266 Views
25 Pages

Measuring Mental Effort in Real Time Using Pupillometry

  • Gavindya Jayawardena,
  • Yasith Jayawardana and
  • Jacek Gwizdka

24 November 2025

Mental effort, a critical factor influencing task performance, is often difficult to measure accurately and efficiently. Pupil diameter has emerged as a reliable, real-time indicator of mental effort. This study introduces RIPA2, an enhanced pupillom...

  • Article
  • Open Access
1,852 Views
14 Pages

Visual Attention to Food Content on Social Media: An Eye-Tracking Study Among Young Adults

  • Aura Lydia Riswanto,
  • Seieun Kim,
  • Youngsam Ha and
  • Hak-Seon Kim

20 November 2025

Social media has become a dominant channel for food marketing, particularly targeting youth through visually engaging and socially embedded content. This study investigates how young adults visually engage with food advertisements on social media and...

  • Article
  • Open Access
672 Views
14 Pages

Gaze Characteristics Using a Three-Dimensional Heads-Up Display During Cataract Surgery

  • Puranjay Gupta,
  • Emily Kao,
  • Neil Sheth,
  • Reem Alahmadi and
  • Michael J. Heiferman

17 November 2025

Purpose: An observational study to investigate differences in gaze behaviors across varying expertise levels using a 3D heads-up display (HUD) integrated with eye-tracking was conducted. Methods: 25 ophthalmologists (PGY2–4, fellows, attendings...

  • Article
  • Open Access
1 Citations
727 Views
22 Pages

BEACH-Gaze: Supporting Descriptive and Predictive Gaze Analytics in the Era of Artificial Intelligence and Advanced Data Science

  • Bo Fu,
  • Kayla Chu,
  • Angelo Ryan Soriano,
  • Peter Gatsby,
  • Nicolas Guardado Guardado,
  • Ashley Jones and
  • Matthew Halderman

12 November 2025

Recent breakthroughs in machine learning, artificial intelligence, and the emergence of large datasets have made the integration of eye tracking increasingly feasible not only in computing but also in many other disciplines to accelerate innovation a...

  • Article
  • Open Access
864 Views
10 Pages

Recovery of the Pupillary Response After Light Adaptation Is Slowed in Patients with Age-Related Macular Degeneration

  • Javier Barranco Garcia,
  • Thomas Ferrazzini,
  • Ana Coito,
  • Dominik Brügger and
  • Mathias Abegg

10 November 2025

Purpose: This study evaluates a novel, non-invasive method using a virtual reality (VR) headset with integrated eye trackers to assess retinal function by measuring the recovery of the pupillary response after light adaptation in patients with age-re...

  • Article
  • Open Access
835 Views
19 Pages

In mathematics, and in learning mathematics, representations (texts, formulae, and figures) play a vital role. Eye-tracking is a promising approach for studying how representations are attended to in the context of mathematics learning. The focus of...

  • Article
  • Open Access
845 Views
37 Pages

Successful health promotion involves messages that are quickly captured and held long enough to permit eligibility, credibility, and calls to action to be coded. This research develops an exploratory eye-tracking atlas of breast cancer screening ads...

  • Article
  • Open Access
1 Citations
1,148 Views
22 Pages

Current research on multimodal AR-HUD navigation systems primarily focuses on the presentation forms of auditory and visual information, yet the effects of synchrony between auditory and visual prompts as well as prompt timing on driving behavior and...

  • Article
  • Open Access
1,752 Views
18 Pages

Social media has developed into a leading advertising platform, with Instagram likes serving as visual cues that may influence consumer perception and behavior. The present study investigated the effect of Instagram likes on visual attention, memory,...

  • Article
  • Open Access
4,129 Views
20 Pages

AI Images vs. Real Photographs: Investigating Visual Recognition and Perception

  • Veslava Osińska,
  • Weronika Kortas,
  • Adam Szalach and
  • Marc Welter

Recently, the photorealism of generated images has improved noticeably due to the development of AI algorithms. These are high-resolution images of human faces and bodies, cats and dogs, vehicles, and other categories of objects that the untrained ey...

  • Article
  • Open Access
1,026 Views
22 Pages

Successful reading comprehension depends on many factors, including text genre. Eye-tracking studies indicate that genre shapes eye movement patterns at a local level. Although the reading of expository and narrative texts by adolescents has been des...

  • Article
  • Open Access
805 Views
17 Pages

This study examined how drivers’ eye fixations change before, during, and after recognizing road markings, and how these changes relate to driving speed, visual complexity, cognitive functions, and demographics. 20 licensed drivers viewed on-board mo...

  • Article
  • Open Access
743 Views
27 Pages

Oculomotor reading behavior is influenced by both universal factors, like the “big three” of word length, frequency, and contextual predictability, and language-specific factors, such as script and grammar. The aim of this study was to examine the in...

  • Article
  • Open Access
974 Views
13 Pages

This study investigated the effectiveness of visual strategies in guiding gaze behavior and attention on Yi graphic symbols using eye-tracking. Four strategies, color brightness, layering, line guidance, and size variation, were tested with 34 Thai p...

  • Article
  • Open Access
871 Views
26 Pages

DyslexiaNet: Examining the Viability and Efficacy of Eye Movement-Based Deep Learning for Dyslexia Detection

  • Ramis İleri,
  • Çiğdem Gülüzar Altıntop,
  • Fatma Latifoğlu and
  • Esra Demirci

Dyslexia is a neurodevelopmental disorder that impairs reading, affecting 5–17.5% of children and representing the most common learning disability. Individuals with dyslexia experience decoding, reading fluency, and comprehension difficulties, hinder...

  • Article
  • Open Access
930 Views
18 Pages

Head and Eye Movements During Pedestrian Crossing in Patients with Visual Impairment: A Virtual Reality Eye Tracking Study

  • Mark Mervic,
  • Ema Grašič,
  • Polona Jaki Mekjavić,
  • Nataša Vidovič Valentinčič and
  • Ana Fakin

Real-world navigation depends on coordinated head–eye behaviour that standard tests of visual function miss. We investigated how visual impairment affects traffic navigation, whether behaviour differs by visual impairment type, and whether this funct...

  • Feature Paper
  • Article
  • Open Access
908 Views
11 Pages

Test–Retest Reliability of a Computerized Hand–Eye Coordination Task

  • Antonio Ríder-Vázquez,
  • Estanislao Gutiérrez-Sánchez,
  • Clara Martinez-Perez and
  • María Carmen Sánchez-González

Background: Hand–eye coordination is essential for daily functioning and sports performance, but standardized digital protocols for its reliable assessment are limited. This study aimed to evaluate the intra-examiner repeatability and inter-examiner...

  • Article
  • Open Access
1,834 Views
22 Pages

Accurate recognition of basic facial emotions is well documented, yet the mechanisms of misclassification and their relation to gaze allocation remain under-reported. The present study utilized a within-subjects eye-tracking design to examine both ac...

  • Article
  • Open Access
2 Citations
1,314 Views
17 Pages

In safety-critical systems like nuclear power plants, the rapid and accurate perception of visual interface information is vital. This study investigates the relationship between visual attention dispersion measured via heatmap entropy (as a specific...

  • Article
  • Open Access
710 Views
10 Pages

Diagnosing Colour Vision Deficiencies Using Eye Movements (Without Dedicated Eye-Tracking Hardware)

  • Aryaman Taore,
  • Gabriel Lobo,
  • Philip R. K. Turnbull and
  • Steven C. Dakin

Purpose: To investigate the efficacy of a novel test for diagnosing colour vision deficiencies using reflexive eye movements measured using an unmodified tablet. Methods: This study followed a cross-sectional design, where thirty-three participants a...

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J. Eye Mov. Res. - ISSN 1995-8692