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1,457 Results Found

  • Article
  • Open Access
9 Citations
7,304 Views
19 Pages

Gaze-based interactions have found their way into the games domain and are frequently employed as a means to support players in their activities. Instead of implementing gaze as an additional game feature via a game-centred approach, we propose a die...

  • Article
  • Open Access
5 Citations
5,407 Views
21 Pages

8 July 2021

Many gaze data visualization techniques intuitively show eye movement together with visual stimuli. The eye tracker records a large number of eye movements within a short period. Therefore, visualizing raw gaze data with the visual stimulus appears c...

  • Article
  • Open Access
1 Citations
1,628 Views
25 Pages

Gaze data analysis plays a crucial role in understanding human visual attention and behaviour. However, raw gaze data is often noisy and lacks inherent structure, making interpretation challenging. Therefore, preprocessing techniques such as classifi...

  • Article
  • Open Access
12 Citations
395 Views
14 Pages

Speed and Accuracy of Gaze Gestures

  • Henna Heikkilä and
  • Kari-Jouko Räihä

17 November 2009

We conducted an experiment where participants carried out six gaze gesture tasks. The gaze paths were analyzed to find out the speed and accuracy of the gaze gestures. As a result, the gaze gestures took more time than we anticipated and only the ver...

  • Article
  • Open Access
23 Citations
8,063 Views
18 Pages

GazeGuide: An Eye-Gaze-Guided Active Immersive UAV Camera

  • Pavan Kumar B. N.,
  • Adithya Balasubramanyam,
  • Ashok Kumar Patil,
  • Chethana B. and
  • Young Ho Chai

1 March 2020

Over the years, gaze input modality has been an easy and demanding human–computer interaction (HCI) method for various applications. The research of gaze-based interactive applications has advanced considerably, as HCIs are no longer constraine...

  • Article
  • Open Access
2,281 Views
28 Pages

Research on Virtual Reality (VR) interfaces for distant object interaction has been carried out to improve user experience. Since hand-only interfaces and gaze-only interfaces have limitations such as physical fatigue or restricted usage, VR interact...

  • Article
  • Open Access
54 Citations
826 Views
15 Pages

Eye Movements in Gaze Interaction

  • Emilie Møllenbach,
  • John Paulin Hansen and
  • Martin Lillholm
J. Eye Mov. Res.2013, 6(2), 1-15;https://doi.org/10.16910/jemr.6.2.1 
(registering DOI)

9 May 2013

Gaze, as a sole input modality must support complex navigation and selection tasks. Gaze interaction combines specific eye movements and graphic display objects (GDOs). This paper suggests a unifying taxonomy of gaze interaction principles. The taxon...

  • Article
  • Open Access
10 Citations
4,378 Views
13 Pages

24-Gaze-Point Calibration Method for Improving the Precision of AC-EOG Gaze Estimation

  • Muhammad Syaiful Amri bin Suhaimi,
  • Kojiro Matsushita,
  • Minoru Sasaki and
  • Waweru Njeri

22 August 2019

This paper sought to improve the precision of the Alternating Current Electro-Occulo-Graphy (AC-EOG) gaze estimation method. The method consisted of two core techniques: To estimate eyeball movement from EOG signals and to convert signals from the ey...

  • Article
  • Open Access
8 Citations
3,806 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
8 Citations
4,692 Views
17 Pages

8 June 2022

The problem of 3D gaze estimation can be viewed as inferring the visual axes from eye images. It remains a challenge especially for the head-mounted gaze tracker (HMGT) with a simple camera setup due to the complexity of the human visual system. Alth...

  • Article
  • Open Access
4 Citations
3,590 Views
21 Pages

Collaborative Use of a Shared System Interface: The Role of User Gaze—Gaze Convergence Index Based on Synchronous Dual-Eyetracking

  • Armel Quentin Tchanou,
  • Pierre-Majorique Léger,
  • Jared Boasen,
  • Sylvain Senecal,
  • Jad Adam Taher and
  • Marc Fredette

29 June 2020

Gaze convergence of multiuser eye movements during simultaneous collaborative use of a shared system interface has been proposed as an important albeit sparsely explored construct in human-computer interaction literature. Here, we propose a novel ind...

  • Article
  • Open Access
14 Citations
4,888 Views
14 Pages

Gaze estimation, which seeks to reveal where a person is looking, provides a crucial clue for understanding human intentions and behaviors. Recently, Visual Transformer has achieved promising results in gaze estimation. However, dividing facial image...

  • Article
  • Open Access
8 Citations
4,870 Views
20 Pages

31 August 2020

In smart interactive environments, such as digital museums or digital exhibition halls, it is important to accurately understand the user’s intent to ensure successful and natural interaction with the exhibition. In the context of predicting us...

  • Article
  • Open Access
19 Citations
4,959 Views
17 Pages

17 March 2022

The human eye gaze plays a vital role in monitoring people’s attention, and various efforts have been made to improve in-vehicle driver gaze tracking systems. Most of them build the specific gaze estimation model by pre-annotated data training...

  • Article
  • Open Access
4 Citations
248 Views
12 Pages
J. Eye Mov. Res.2016, 9(6), 1-12;https://doi.org/10.16910/jemr.9.6.5 
(registering DOI)

30 September 2016

Gaze detection requires estimation of the position and the relation between user’s pupil and glint. In this research paper, a Gaze Direction Estimation (GDE) model, a feature based shape method has been proposed for the comparative analysis of two st...

  • Article
  • Open Access
38 Citations
8,837 Views
18 Pages

19 May 2018

Eye tracking technology has become increasingly important for psychological analysis, medical diagnosis, driver assistance systems, and many other applications. Various gaze-tracking models have been established by previous researchers. However, ther...

  • Article
  • Open Access
1 Citations
823 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
1 Citations
3,273 Views
15 Pages

30 September 2022

The goal of gaze estimation is to estimate a gaze vector from an image containing a face or eye(s). Most existing studies use pre-defined fixed-resolution images to estimate the gaze vector. However, images captured from in-the-wild environments may...

  • Article
  • Open Access
1 Citations
1,542 Views
21 Pages

GazeRayHand: Combining Gaze Ray and Hand Interaction for Distant Object Manipulation

  • Sei Kang,
  • Jaejoon Jeong,
  • Soo-Hyung Kim,
  • Hyung-Jeong Yang,
  • Gun A. Lee and
  • Seungwon Kim

23 June 2025

In this paper, we introduce novel techniques for distant object manipulation, named GazeRayHand and GazeRayHand2. The two techniques translate and rotate objects by using the gaze ray as a reference line and the hand position relative to the gaze ray...

  • Review
  • Open Access
58 Citations
11,082 Views
20 Pages

The Neurobiological Correlates of Gaze Perception in Healthy Individuals and Neurologic Patients

  • Simone Battaglia,
  • Jasper H. Fabius,
  • Katarina Moravkova,
  • Alessio Fracasso and
  • Sara Borgomaneri

The ability to adaptively follow conspecific eye movements is crucial for establishing shared attention and survival. Indeed, in humans, interacting with the gaze direction of others causes the reflexive orienting of attention and the faster object d...

  • Article
  • Open Access
30 Citations
972 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
36 Citations
7,497 Views
18 Pages

30 April 2021

In gaze-based Human-Robot Interaction (HRI), it is important to determine human visual intention for interacting with robots. One typical HRI interaction scenario is that a human selects an object by gaze and a robotic manipulator will pick up the ob...

  • Article
  • Open Access
13 Citations
5,422 Views
14 Pages

Gaze Estimation Approach Using Deep Differential Residual Network

  • Longzhao Huang,
  • Yujie Li,
  • Xu Wang,
  • Haoyu Wang,
  • Ahmed Bouridane and
  • Ahmad Chaddad

21 July 2022

Gaze estimation, which is a method to determine where a person is looking at given the person’s full face, is a valuable clue for understanding human intention. Similarly to other domains of computer vision, deep learning (DL) methods have gain...

  • Article
  • Open Access
12 Citations
345 Views
14 Pages

25 January 2017

User-centered design questions in gaze interfaces have been explored in multitude empirical investigations. Interestingly, the question of what eye should be the input device has never been studied. We compared tracking accuracy between the “cyclopea...

  • Article
  • Open Access
1 Citations
1,649 Views
18 Pages

GazeMap: Dual-Pathway CNN Approach for Diagnosing Alzheimer’s Disease from Gaze and Head Movements

  • Hyuntaek Jung,
  • Shinwoo Ham,
  • Hyunyoung Kil,
  • Jung Eun Shin and
  • Eun Yi Kim

3 June 2025

Alzheimer’s disease (AD) is a progressive neurodegenerative disorder that impairs cognitive function, making early detection crucial for timely intervention. This study proposes a novel AD detection framework integrating gaze and head movement...

  • Article
  • Open Access
9 Citations
698 Views
13 Pages

Gaze Aversion in Conversational Settings: An Investigation Based on Mock Job Interview

  • Cengiz Acarturk,
  • Bipin Indurkya,
  • Piotr Nawrocki,
  • Bartlomiej Sniezynski,
  • Mateusz Jarosz and
  • Kerem Alp Usal

We report the results of an empirical study on gaze aversion during dyadic human-to-human conversation in an interview setting. To address various methodological challenges in assessing gaze-to-face contact, we followed an approach where the experime...

  • Review
  • Open Access
102 Citations
19,787 Views
36 Pages

14 December 2019

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 distracti...

  • Article
  • Open Access
16 Citations
9,392 Views
25 Pages

Gaze Tracking System for User Wearing Glasses

  • Su Yeong Gwon,
  • Chul Woo Cho,
  • Hyeon Chang Lee,
  • Won Oh Lee and
  • Kang Ryoung Park

27 January 2014

Conventional gaze tracking systems are limited in cases where the user is wearing glasses because the glasses usually produce noise due to reflections caused by the gaze tracker’s lights. This makes it difficult to locate the pupil and the specular r...

  • Article
  • Open Access
4 Citations
3,601 Views
15 Pages

FreeGaze: A Framework for 3D Gaze Estimation Using Appearance Cues from a Facial Video

  • Shang Tian,
  • Haiyan Tu,
  • Ling He,
  • Yue Ivan Wu and
  • Xiujuan Zheng

4 December 2023

Gaze is a significant behavioral characteristic that can be used to reflect a person’s attention. In recent years, there has been a growing interest in estimating gaze from facial videos. However, gaze estimation remains a challenging problem d...

  • Article
  • Open Access
14 Citations
545 Views
8 Pages

Purpose: To investigate the usefulness and efficacy of a novel eye-tracking device that can objectively measure nine gaze-directions. Methods: We measured each of the nine gaze-directions subjectively, using a conventional Hess screen test, and objec...

  • Article
  • Open Access
27 Citations
1,001 Views
20 Pages

Teachers’ Gaze over Space and Time in a Real-World Classroom

  • Zuzana Smidekova,
  • Miroslav Janik,
  • Eva Minarikova and
  • Kenneth Holmqvist

14 September 2020

Reading students’ faces and their body language, checking their worksheets, and keeping eye contact is a key trait of teacher competence. The new technology of mobile eye-tracking provides researchers with possibilities to explore teaching from the v...

  • Article
  • Open Access
16 Citations
7,075 Views
16 Pages

OpenEDS2020 Challenge on Gaze Tracking for VR: Dataset and Results

  • Cristina Palmero,
  • Abhishek Sharma,
  • Karsten Behrendt,
  • Kapil Krishnakumar,
  • Oleg V. Komogortsev and
  • Sachin S. Talathi

13 July 2021

This paper summarizes the OpenEDS 2020 Challenge dataset, the proposed baselines, and results obtained by the top three winners of each competition: (1) Gaze prediction Challenge, with the goal of predicting the gaze vector 1 to 5 frames into the fut...

  • Article
  • Open Access
24 Citations
507 Views
12 Pages

Calibration-Free Gaze Interfaces Based on Linear Smooth Pursuit

  • Zhe Zeng,
  • Felix Wilhelm Siebert,
  • Antje Christine Venjakob and
  • Matthias Roetting

Since smooth pursuit eye movements can be used without calibration in spontaneous gaze interaction, the intuitiveness of the gaze interface design has been a topic of great interest in the human-computer interaction field. However, since most related...

  • Article
  • Open Access
1 Citations
1,453 Views
18 Pages

Gaze–Hand Steering for Travel and Multitasking in Virtual Environments

  • Mona Zavichi,
  • André Santos,
  • Catarina Moreira,
  • Anderson Maciel and
  • Joaquim Jorge

As head-mounted displays (HMDs) with eye tracking become increasingly accessible, the need for effective gaze-based interfaces in virtual reality (VR) grows. Traditional gaze- or hand-based navigation often limits user precision or impairs free viewi...

  • Article
  • Open Access
9 Citations
6,894 Views
14 Pages

3 April 2019

An important component of Heart Chan Meditation is gaze concentration training. Here, we determine whether eye tracking can be used to assess gaze concentration ability. Study participants (n = 306) were requested to focus their gaze on the innermost...

  • Article
  • Open Access
3 Citations
2,224 Views
17 Pages

Collaborative Robot Control Based on Human Gaze Tracking

  • Francesco Di Stefano,
  • Alice Giambertone,
  • Laura Salamina,
  • Matteo Melchiorre and
  • Stefano Mauro

14 May 2025

Gaze tracking is gaining relevance in collaborative robotics as a means to enhance human–machine interaction by enabling intuitive and non-verbal communication. This study explores the integration of human gaze into collaborative robotics by de...

  • Article
  • Open Access
2 Citations
3,382 Views
21 Pages

Stable Gaze Tracking with Filtering Based on Internet of Things

  • Peng Xiao,
  • Jie Wu,
  • Yu Wang,
  • Jiannan Chi and
  • Zhiliang Wang

20 April 2022

Gaze tracking is basic research in the era of the Internet of Things. This study attempts to improve the performance of gaze tracking in an active infrared source gaze-tracking system. Owing to unavoidable noise interference, the estimated points of...

  • Article
  • Open Access
10 Citations
6,786 Views
18 Pages

The modes of interaction (e.g., mouse and touch) between maps and users affect the effectiveness and efficiency of transmitting cartographic information. Recent advances in eye tracking technology have made eye trackers lighter, cheaper and more accu...

  • Review
  • Open Access
5 Citations
5,264 Views
24 Pages

Bi-Directional Gaze-Based Communication: A Review

  • Björn Rene Severitt,
  • Nora Castner and
  • Siegfried Wahl

Bi-directional gaze-based communication offers an intuitive and natural way for users to interact with systems. This approach utilizes the user’s gaze not only to communicate intent but also to obtain feedback, which promotes mutual understandi...

  • Article
  • Open Access
3 Citations
4,769 Views
23 Pages

Gaze Information Channel in Van Gogh’s Paintings

  • Qiaohong Hao,
  • Lijing Ma,
  • Mateu Sbert,
  • Miquel Feixas and
  • Jiawan Zhang

12 May 2020

This paper uses quantitative eye tracking indicators to analyze the relationship between images of paintings and human viewing. First, we build the eye tracking fixation sequences through areas of interest (AOIs) into an information channel, the gaze...

  • Article
  • Open Access
3,256 Views
37 Pages

Gaze Point Tracking Based on a Robotic Body–Head–Eye Coordination Method

  • Xingyang Feng,
  • Qingbin Wang,
  • Hua Cong,
  • Yu Zhang and
  • Mianhao Qiu

11 July 2023

When the magnitude of a gaze is too large, human beings change the orientation of their head or body to assist their eyes in tracking targets because saccade alone is insufficient to keep a target at the center region of the retina. To make a robot g...

  • Article
  • Open Access
23 Citations
555 Views
14 Pages

Human-Robot Interaction Based on Gaze Gestures for the Drone Teleoperation

  • Mingxin Yu,
  • Yingzi Lin,
  • Xiangzhou Wang,
  • David Schmidt and
  • Yu Wang
J. Eye Mov. Res.2014, 7(4), 1-14;https://doi.org/10.16910/jemr.7.4.4 
(registering DOI)

29 September 2014

Teleoperation has been widely used to perform tasks in dangerous and unreachable environments by replacing humans with controlled agents. The idea of human-robot interaction (HRI) is very important in teleoperation. Conventional HRI input devices inc...

  • Communication
  • Open Access
8 Citations
5,400 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
1,948 Views
31 Pages

12 September 2025

The Shrine Madonna is a unique form of cult statuary within the wider Madonna and Child tradition, linked to broader Marian iconography. Building on previous scholarship, this article focuses on the visual relationship between the Virgin and the wors...

  • Article
  • Open Access
54 Citations
577 Views
18 Pages

Gaze Path Stimulation in Retrospective Think-Aloud

  • Aulikki Hyrskykari,
  • Saila Ovaska,
  • Pävi Majaranta,
  • Kari-Jouko Räihä and
  • Merja Lehtinen

26 November 2008

For a long time, eye tracking has been thought of as a promising method for usability testing. During the last couple of years, eye tracking has finally started to live up to these expectations, at least in terms of its use in usability laboratories....

  • Article
  • Open Access
2,216 Views
25 Pages

In this study, we document the coordination of eye gaze and manual signing in a local sign language from Nebaj, Guatemala. We analyze gaze patterns in two conversations in which signers described the book Frog Where Are You to an interlocutor. The si...

  • Article
  • Open Access
9 Citations
5,010 Views
18 Pages

Saliency-Based Gaze Visualization for Eye Movement Analysis

  • Sangbong Yoo,
  • Seongmin Jeong,
  • Seokyeon Kim and
  • Yun Jang

30 July 2021

Gaze movement and visual stimuli have been utilized to analyze human visual attention intuitively. Gaze behavior studies mainly show statistical analyses of eye movements and human visual attention. During these analyses, eye movement data and the sa...

  • Article
  • Open Access
16 Citations
6,126 Views
14 Pages

Accurate Model-Based Point of Gaze Estimation on Mobile Devices

  • Braiden Brousseau,
  • Jonathan Rose and
  • Moshe Eizenman

24 August 2018

The most accurate remote Point of Gaze (PoG) estimation methods that allow free head movements use infrared light sources and cameras together with gaze estimation models. Current gaze estimation models were developed for desktop eye-tracking systems...

  • Article
  • Open Access
16 Citations
4,744 Views
14 Pages

24 February 2022

Drivers collect information of road and traffic conditions through a visual search while driving to avoid any potential hazards they perceive. Novice drivers with lack of driving experience may be involved in a car accident as they misjudge the infor...

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