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45 Results Found

  • Article
  • Open Access
29 Citations
708 Views
10 Pages

It is still unknown whether the very application of gaze for interaction has effects on cognitive strategies users employ and how these effects materialize. We conducted a between-subject experiment in which thirty-six participants interacted with a...

  • Article
  • Open Access
3 Citations
2,494 Views
12 Pages

Enhancing Visual Exploration through Augmented Gaze: High Acceptance of Immersive Virtual Biking by Oldest Olds

  • Claudio de’Sperati,
  • Vittorio Dalmasso,
  • Michela Moretti,
  • Emil Rosenlund Høeg,
  • Gabriel Baud-Bovy,
  • Roberto Cozzi and
  • Jacopo Ippolito

The diffusion of virtual reality applications dedicated to aging urges us to appraise its acceptance by target populations, especially the oldest olds. We investigated whether immersive virtual biking, and specifically a visuomotor manipulation aimed...

  • Article
  • Open Access
614 Views
14 Pages

GhostBlock-Augmented Lightweight Gaze Tracking via Depthwise Separable Convolution

  • Jing-Ming Guo,
  • Yu-Sung Cheng,
  • Yi-Chong Zeng and
  • Zong-Yan Yang

This paper proposes a lightweight gaze-tracking architecture named GhostBlock-Augmented Look to Coordinate Space (L2CS), which integrates GhostNet-based modules and depthwise separable convolution to achieve a better trade-off between model accuracy...

  • Article
  • Open Access
6 Citations
2,535 Views
20 Pages

6 February 2023

In this exploratory eye tracking study, gaze behavior during an experiment on electrolysis of a zinc iodide solution has been examined. The experiment is designed according to inquiry-based learning and therefore well suited to students’ self-d...

  • Article
  • Open Access
2,508 Views
16 Pages

An Accuracy Enhanced Vision Language Grounding Method Fused with Gaze Intention

  • Junqian Zhang,
  • Long Tu,
  • Yakun Zhang,
  • Liang Xie,
  • Minpeng Xu,
  • Dong Ming,
  • Ye Yan and
  • Erwei Yin

14 December 2023

Visual grounding aims to recognize and locate the target in the image according to human intention, which provides a new intelligent interaction idea and method for augmented reality (AR) and virtual reality (VR) devices. However, existing vision lan...

  • Article
  • Open Access
3,809 Views
25 Pages

21 October 2024

Data augmentation is commonly utilized to increase the size and diversity of training sets for deep learning tasks. In this study, we propose a novel application of an existing image generation approach in the domain of realistic eye images that leve...

  • Article
  • Open Access
15 Citations
6,813 Views
15 Pages

18 October 2022

With technological development and industrial transformation, the architecture, engineering, and construction (AEC) industry, comprising architecture, engineering, and construction, has shifted from a traditional drawing-based design mode to a digita...

  • Article
  • Open Access
2 Citations
2,242 Views
23 Pages

In this study, the challenges posed by limited annotated medical data in the field of eye movement AI analysis are addressed through the introduction of a novel physiologically based gaze data augmentation library. Unlike traditional augmentation met...

  • Article
  • Open Access
950 Views
20 Pages

SOUTY: A Voice Identity-Preserving Mobile Application for Arabic-Speaking Amyotrophic Lateral Sclerosis Patients Using Eye-Tracking and Speech Synthesis

  • Hessah A. Alsalamah,
  • Leena Alhabrdi,
  • May Alsebayel,
  • Aljawhara Almisned,
  • Deema Alhadlaq,
  • Loody S. Albadrani,
  • Seetah M. Alsalamah and
  • Shada AlSalamah

14 August 2025

Amyotrophic Lateral Sclerosis (ALS) is a neurodegenerative disorder that progressively impairs motor and communication abilities. Globally, the prevalence of ALS was estimated at approximately 222,800 cases in 2015 and is projected to increase by nea...

  • Article
  • Open Access
9 Citations
5,285 Views
17 Pages

RoboEye, an Efficient, Reliable and Safe Semi-Autonomous Gaze Driven Wheelchair for Domestic Use

  • Luca Maule,
  • Alessandro Luchetti,
  • Matteo Zanetti,
  • Paolo Tomasin,
  • Marco Pertile,
  • Mattia Tavernini,
  • Giovanni M. A. Guandalini and
  • Mariolino De Cecco

Any severe motor disability is a condition that limits the ability to interact with the environment, even the domestic one, caused by the loss of control over one’s mobility. This work presents RoboEYE, a power wheelchair designed to allow users to m...

  • Article
  • Open Access
9 Citations
4,378 Views
16 Pages

3 August 2021

This study addresses the importance of salience placement before or after scotoma development for an efficient target allocation in the visual field. Pre-allocation of attention is a mechanism known to induce a better gaze positioning towards the tar...

  • Article
  • Open Access
2 Citations
1,838 Views
18 Pages

3 December 2023

Eye gaze can be a potentially fast and ergonomic method for target selection in augmented reality (AR). However, the eye-tracking accuracy of current consumer-level AR systems is limited. While state-of-the-art AR target selection techniques based on...

  • Communication
  • Open Access
7 Citations
5,160 Views
13 Pages

30 June 2021

Most eye tracking methods are light-based. As such, they can suffer from ambient light changes when used outdoors, especially for use cases where eye trackers are embedded in Augmented Reality glasses. It has been recently suggested that ultrasound c...

  • Article
  • Open Access
1 Citations
3,046 Views
18 Pages

GazeCapsNet: A Lightweight Gaze Estimation Framework

  • Shakhnoza Muksimova,
  • Yakhyokhuja Valikhujaev,
  • Sabina Umirzakova,
  • Jushkin Baltayev and
  • Young Im Cho

17 February 2025

Gaze estimation is increasingly pivotal in applications spanning virtual reality, augmented reality, and driver monitoring systems, necessitating efficient yet accurate models for mobile deployment. Current methodologies often fall short, particularl...

  • Article
  • Open Access
1,358 Views
20 Pages

The adoption of kiosks in public spaces is steadily increasing, with a trend toward providing more natural user experiences through embodied conversational agents (ECAs). To achieve human-like interactions, ECAs should be able to appropriately gaze a...

  • Feature Paper
  • Review
  • Open Access
4,343 Views
28 Pages

Recent Progress on Eye-Tracking and Gaze Estimation for AR/VR Applications: A Review

  • Liwan Lin,
  • Zongyu Wu,
  • Yijun Lu,
  • Zhong Chen and
  • Weijie Guo

22 August 2025

Visual information is crucial in human life, not only providing critical support for communication, learning, and decision-making, but also playing a key role in psychology, medicine, and science. Eye-tracking and gaze estimation have promoted the de...

  • Article
  • Open Access
97 Citations
13,039 Views
18 Pages

ARETT: Augmented Reality Eye Tracking Toolkit for Head Mounted Displays

  • Sebastian Kapp,
  • Michael Barz,
  • Sergey Mukhametov,
  • Daniel Sonntag and
  • Jochen Kuhn

23 March 2021

Currently an increasing number of head mounted displays (HMD) for virtual and augmented reality (VR/AR) are equipped with integrated eye trackers. Use cases of these integrated eye trackers include rendering optimization and gaze-based user interacti...

  • Communication
  • Open Access
2 Citations
2,544 Views
12 Pages

Design of a Multimodal Oculometric Sensor Contact Lens

  • Jean-Louis de Bougrenet de la Tocnaye,
  • Vincent Nourrit and
  • Cyril Lahuec

6 September 2022

Oculometric data, such as gaze direction, pupil size and accommodative change, play a key role nowadays in the analysis of cognitive load and attentional activities, in particular with the development of Integrated Visual Augmentation Systems in many...

  • Review
  • Open Access
2,128 Views
49 Pages

A Comprehensive Framework for Eye Tracking: Methods, Tools, Applications, and Cross-Platform Evaluation

  • Govind Ram Chhimpa,
  • Ajay Kumar,
  • Sunita Garhwal,
  • Dhiraj Kumar,
  • Niyaz Ahmad Wani,
  • Mudasir Ahmad Wani and
  • Kashish Ara Shakil

23 September 2025

Eye tracking, a fundamental process in gaze analysis, involves measuring the point of gaze or eye motion. It is crucial in numerous applications, including human–computer interaction (HCI), education, health care, and virtual reality. This stud...

  • Article
  • Open Access
27 Citations
9,492 Views
25 Pages

14 February 2022

In the present study, the effects of an intervention based on an augmented reality technology called Pictogram Room were examined. The objective of the intervention was to improve the responding to joint attention (RJA) skills of gaze following and p...

  • Article
  • Open Access
1 Citations
2,898 Views
15 Pages

The present study investigates the effects of peripheral spatial cues and optically distorting augmentations over eccentric vision mechanisms in normally sighted participants with simulated scotoma. Five different augmentations were tested inside a v...

  • Article
  • Open Access
4 Citations
3,959 Views
18 Pages

Human Operation Augmentation through Wearable Robotic Limb Integrated with Mixed Reality Device

  • Hongwei Jing,
  • Tianjiao Zheng,
  • Qinghua Zhang,
  • Kerui Sun,
  • Lele Li,
  • Mingzhu Lai,
  • Jie Zhao and
  • Yanhe Zhu

Mixed reality technology can give humans an intuitive visual experience, and combined with the multi-source information of the human body, it can provide a comfortable human–robot interaction experience. This paper applies a mixed reality devic...

  • Article
  • Open Access
3 Citations
2,270 Views
18 Pages

SmartVR Pointer: Using Smartphones and Gaze Orientation for Selection and Navigation in Virtual Reality

  • Brianna McDonald,
  • Qingyu Zhang,
  • Aiur Nanzatov,
  • Lourdes Peña-Castillo and
  • Oscar Meruvia-Pastor

10 August 2024

Some of the barriers preventing virtual reality (VR) from being widely adopted are the cost and unfamiliarity of VR systems. Here, we propose that in many cases, the specialized controllers shipped with most VR head-mounted displays can be replaced b...

  • Article
  • Open Access
411 Views
42 Pages

25 November 2025

Against the backdrop of globalization, environmental pressures, and rapid tourism development, digital technologies are emerging as vital supplementary tools for cultural heritage preservation. This study investigates the impact of augmented reality...

  • Article
  • Open Access
5 Citations
4,485 Views
36 Pages

6 September 2018

The working hypothesis in this project is that gaze interactions play a central role in structuring the joint control and guidance strategy of the human operator performing spatial tasks. Perceptual guidance and control is the idea that the visual an...

  • Article
  • Open Access
9 Citations
4,253 Views
18 Pages

The Effect of Different Deep Network Architectures upon CNN-Based Gaze Tracking

  • Hui-Hui Chen,
  • Bor-Jiunn Hwang,
  • Jung-Shyr Wu and
  • Po-Ting Liu

19 May 2020

In this paper, we explore the effect of using different convolutional layers, batch normalization and the global average pooling layer upon a convolutional neural network (CNN) based gaze tracking system. A novel method is proposed to label the parti...

  • Article
  • Open Access
47 Citations
9,362 Views
25 Pages

22 March 2021

This paper presents a new architecture that integrates Internet of Things (IoT) devices, service robots, and users in a smart assistive environment. A new intuitive and multimodal interaction system supporting people with disabilities and bedbound pa...

  • Article
  • Open Access
3 Citations
518 Views
16 Pages

Assessment of Cognitive Biases in Augmented Reality: Beyond Eye Tracking

  • Piotr Słowiński,
  • Ben Grindley,
  • Helen Muncie,
  • David J Harris,
  • Samuel J Vine and
  • Mark R Wilson

30 December 2022

We study an individual’s propensity for rational thinking; the avoidance of cognitive biases (unconscious errors generated by our mental simplification methods) using a novel augmented reality (AR) platform. Specifically, we developed an odd-one-out...

  • Article
  • Open Access
1 Citations
2,146 Views
17 Pages

17 February 2024

Anthropology has long resisted becoming a nomothetic science, thus repeatedly missing opportunities to build upon empirical theoretical constructs, choosing instead to back away into a kind of natural history of sociocultural differences. What is req...

  • Review
  • Open Access
1,621 Views
25 Pages

Eye-Tracking Advancements in Architecture: A Review of Recent Studies

  • Mário Bruno Cruz,
  • Francisco Rebelo and
  • Jorge Cruz Pinto

28 September 2025

This Scoping Review (ScR) synthesizes advances in architectural eye-tracking (ET) research published between 2010 and 2024. Drawing on 75 peer-reviewed studies that met clear inclusion criteria, it monitors the field’s rapid expansion, from onl...

  • Article
  • Open Access
2 Citations
4,851 Views
19 Pages

There are many children with disabilities who need specialised devices to communicate and to be understood, which poses an added challenge for their caregivers. This study aims to diagnose the training needs of informal caregivers concerning high-tec...

  • Review
  • Open Access
3 Citations
6,948 Views
22 Pages

The vestibular system is dedicated to gaze stabilization, postural balance, and spatial orientation; this makes vestibular function crucial for our ability to interact effectively with our environment. Vestibular hypofunction (VH) progresses over tim...

  • Article
  • Open Access
1 Citations
4,297 Views
19 Pages

24 April 2019

Current hand-held smart devices are supplied with powerful processors, high resolution screens, and sharp cameras that make them suitable for Augmented Reality (AR) applications. Such applications commonly use interaction techniques adapted for touch...

  • Systematic Review
  • Open Access
8 Citations
3,748 Views
18 Pages

Digital Alternative Communication for Individuals with Amyotrophic Lateral Sclerosis: What We Have

  • Felipe Fernandes,
  • Ingridy Barbalho,
  • Arnaldo Bispo Júnior,
  • Luca Alves,
  • Danilo Nagem,
  • Hertz Lins,
  • Ernano Arrais Júnior,
  • Karilany D. Coutinho,
  • Antônio H. F. Morais and
  • João Paulo Q. Santos
  • + 6 authors

11 August 2023

Amyotrophic Lateral Sclerosis is a disease that compromises the motor system and the functional abilities of the person in an irreversible way, causing the progressive loss of the ability to communicate. Tools based on Augmentative and Alternative Co...

  • Article
  • Open Access
1,302 Views
28 Pages

29 July 2025

As large language models (LLMs) and vision–language models (VLMs) become increasingly used in robotics area, a crucial question arises: to what extent do these models replicate human-like cognitive processes, particularly within socially intera...

  • Article
  • Open Access
8 Citations
3,845 Views
15 Pages

Pedestrian understanding of driver intent is key to pedestrian safety on the road and in parking lots. With the development of autonomous vehicles (AVs), the human driver will be removed, and with it, the exchange that occurs between drivers and pede...

  • Article
  • Open Access
3 Citations
3,255 Views
20 Pages

22 October 2024

Augmented Reality Head-Up Displays (AR-HUDs) enhance driver perception and safety, yet optimal hazard warning design remains unclear. This study examines three AR-HUD crash warning icon types (BD, BR, BW) across various turning scenarios. Using a 360...

  • Article
  • Open Access
7 Citations
2,127 Views
22 Pages

Mobile eye tracking captures egocentric vision and is well-suited for naturalistic studies. However, its data is noisy, especially when acquired outdoor with multiple participants over several sessions. Area of interest analysis on moving targets is...

  • Article
  • Open Access
504 Views
17 Pages

Eyeglass-Type Switch: A Wearable Eye-Movement and Blink Switch for ALS Nurse Call

  • Ryuto Tamai,
  • Takeshi Saitoh,
  • Kazuyuki Itoh and
  • Haibo Zhang

27 October 2025

We present the eyeglass-type switch, an eyeglass-mounted eye/blink switch designed for nurse-call operation by people with severe motor impairments, with a particular focus on amyotrophic lateral sclerosis (ALS). The system targets real-world bedside...

  • Article
  • Open Access
5 Citations
267 Views
2 Pages

25 November 2019

Wearable mobile eye trackers have great potential as they allow the measurement of eye movements during daily activities such as driving, navigating the world and doing groceries. Although mobile eye trackers have been around for some time, developin...

  • Article
  • Open Access
70 Views
20 Pages

4 December 2025

The cultivation of aesthetic appreciation through engagement with exemplary artworks constitutes a fundamental pillar in fostering children’s cognitive and emotional development, while simultaneously facilitating multidimensional learning exper...

  • Article
  • Open Access
2 Citations
2,346 Views
15 Pages

13 February 2024

As VR technology advances and network speeds rise, social VR platforms are gaining traction. These platforms enable multiple users to socialize and collaborate within a shared virtual environment using avatars. Virtual reality, with its ability to au...

  • Article
  • Open Access
939 Views
18 Pages

NAMI: A Neuro-Adaptive Multimodal Architecture for Wearable Human–Computer Interaction

  • Christos Papakostas,
  • Christos Troussas,
  • Akrivi Krouska and
  • Cleo Sgouropoulou

The increasing ubiquity of wearable computing and multimodal interaction technologies has created unprecedented opportunities for natural and seamless human–computer interaction. However, most existing systems adapt only to external user action...

  • Article
  • Open Access
13 Citations
6,911 Views
16 Pages

A Robust Framework for Real-Time Iris Landmarks Detection Using Deep Learning

  • Muhammad Adnan,
  • Muhammad Sardaraz,
  • Muhammad Tahir,
  • Muhammad Najam Dar,
  • Mona Alduailij and
  • Mai Alduailij

3 June 2022

Iris detection and tracking plays a vital role in human–computer interaction and has become an emerging field for researchers in the last two decades. Typical applications such as virtual reality, augmented reality, gaze detection for customer...

  • Article
  • Open Access
592 Views
17 Pages

Your Eyes Under Pressure: Real-Time Estimation of Cognitive Load with Smooth Pursuit Tracking

  • Pierluigi Dell’Acqua,
  • Marco Garofalo,
  • Francesco La Rosa and
  • Massimo Villari

Understanding and accurately estimating cognitive workload is crucial for the development of adaptive, user-centered interactive systems across a variety of domains including augmented reality, automotive driving assistance, and intelligent tutoring...