scholarly journals Validation of Gazepoint low-cost eye-tracking and psychophysiology bundle

2021 ◽  
Author(s):  
Hélio Clemente Cuve ◽  
Jelka Stojanov ◽  
Xavier Roberts-Gaal ◽  
Caroline Catmur ◽  
Geoffrey Bird
Keyword(s):  
Eye Tracking ◽  
Low Cost ◽  
New Technology ◽  
Sampling Rate ◽  
Pupil Dilation ◽  
Eye Tracker ◽  
Strong Correlations ◽  
Recording Equipment ◽  
Physiological Processes ◽  
Low Amplitude

AbstractEye-tracking and recording of physiological signals are increasingly used in research within cognitive science and human–computer interaction. For example, gaze position and measures of autonomic arousal, including pupil dilation, skin conductance (SC), and heart rate (HR), provide an indicator of cognitive and physiological processes. The growing popularity of these techniques is partially driven by the emergence of low-cost recording equipment and the proliferation of open-source software for data collection and analysis of such signals. However, the use of new technology requires investigation of its reliability and validation with respect to real-world usage and against established technologies. Accordingly, in two experiments (total N = 69), we assessed the Gazepoint GP3-HD eye-tracker and Gazepoint Biometrics (GPB) system from Gazepoint. We show that the accuracy, precision, and robustness of the eye-tracker are comparable to competing systems. While fixation and saccade events can be reliably extracted, the study of saccade kinematics is affected by the low sampling rate. The GP3-HD is also able to capture psychological effects on pupil dilation in addition to the well-defined pupillary light reflex. Finally, moderate-to-strong correlations between physiological recordings and derived metrics of SC and HR between the GPB and the well-established BIOPAC MP160 support its validity. However, low amplitude of the SC signal obtained from the GPB may reduce sensitivity when separating phasic and tonic components. Similarly, data loss in pulse monitoring may pose difficulties for certain HR variability analyses.

scholarly journals Validation of Gazepoint low-cost eye-tracking and psychophysiology bundle

2021 ◽  
Author(s):  
Helio Clemente Cuve ◽  
Jelka Stojanov ◽  
Miklos Roberts-Gaal ◽  
Caroline Catmur ◽  
Geoff Bird
Keyword(s):  
Eye Tracking ◽  
Low Cost ◽  
New Technology ◽  
Sampling Rate ◽  
Pupil Dilation ◽  
Eye Tracker ◽  
Recording Equipment ◽  
Total N ◽  
Physiological Processes ◽  
Low Amplitude

Eye-tracking and recording of physiological signals are increasingly used in research within cognitive science and human-computer interaction. For example, gaze position and measures of autonomic arousal, including pupil dilation, skin conductance (SC) and heart rate (HR), provide an indicator of cognitive and physiological processes. The growing popularity of these techniques is partially driven by the emergence of low-cost recording equipment and the proliferation of open-source software for data collection and analysis of such signals. The use of new technology requires investigation of its reliability and reproducibility, however, and validation with respect to real-world usage and against established technologies. Accordingly, in two experiments (total N = 69) we assessed the Gazepoint GP3-HD eye-tracker and Gazepoint Biometrics (GPB) system from Gazepoint. We show that accuracy, precision and robustness of the eye-tracker are comparable to competing systems. While fixation and saccade events can be reliably extracted, the study of saccade kinematics is affected by the low sampling rate. The GP3-HD is also able to capture psychological effects on pupil dilation in addition to the well-defined pupillary light reflex. Finally, moderate-to-strong correlations between physiological recordings and derived metrics of SC and HR between the GPB and the well-established BIOPAC MP160 support its validity. However, low amplitude of the SC signal obtained from the GPB may reduce sensitivity when separating phasic and tonic components. Similarly, data loss in pulse monitoring may pose difficulties for certain HR variability analyses.

scholarly journals A Fast and Effective System for Analysis of Optokinetic Waveforms with a Low-Cost Eye Tracking Device

Healthcare ◽  
2020 ◽  
Vol 9 (1) ◽  
pp. 10
Author(s):  
Chong-Bin Tsai ◽  
Wei-Yu Hung ◽  
Wei-Yen Hsu
Keyword(s):  
Eye Movements ◽  
Eye Tracking ◽  
Eye Movement ◽  
Low Cost ◽  
Saccadic Eye Movements ◽  
Slow Phase ◽  
Eye Tracker ◽  
Effective System ◽  
Tracking Device ◽  
Traditional Approaches

Optokinetic nystagmus (OKN) is an involuntary eye movement induced by motion of a large proportion of the visual field. It consists of a “slow phase (SP)” with eye movements in the same direction as the movement of the pattern and a “fast phase (FP)” with saccadic eye movements in the opposite direction. Study of OKN can reveal valuable information in ophthalmology, neurology and psychology. However, the current commercially available high-resolution and research-grade eye tracker is usually expensive. Methods & Results: We developed a novel fast and effective system combined with a low-cost eye tracking device to accurately quantitatively measure OKN eye movement. Conclusions: The experimental results indicate that the proposed method achieves fast and promising results in comparisons with several traditional approaches.

scholarly journals Is the low-cost EyeTribe eye tracker any good for research?

2014 ◽  
Author(s):  
Edwin Dalmaijer
Keyword(s):  
Low Cost ◽  
Sampling Rate ◽  
High Accuracy ◽  
Eye Tracker ◽  
The World ◽  
Quality Video ◽  
Low Costs ◽  
Precision And Accuracy ◽  
High Quality Video ◽  
Tracking Technology

Eye-tracking technology is becoming increasingly cheaper, both on the hardware and on the software front. Currently, the EyeTribe tracker is the most inexpensive commercial eye tracker in the world, at a price of $99. The low costs make it a potentially interesting resource for research, but no objective testing of its quality has been performed yet. Here the EyeTribe tracker is compared with an EyeLink 1000, a high-quality video eye tracker. Results indicate that the spatial precision and accuracy are good enough for fixation checking, point-of-regard analyses, and pupilometry. However, the low sampling rate renders the device unsuitable for testing high-accuracy saccade metrics. Additionally, open-source toolboxes for Matlab and Python, and a plug-in for OpenSesame are presented, which can be used to interface with the EyeTribe tracker.

scholarly journals Eye-tracking Analysis of Interactive 3D Geovisualization

2017 ◽  
Vol 10 (3) ◽  
Author(s):  
Lukas Herman ◽  
Stanislav Popelka ◽  
Vendula Hejlova
Keyword(s):  
Eye Tracking ◽  
Low Cost ◽  
3D Models ◽  
Main Function ◽  
Eye Tracker ◽  
Virtual Camera ◽  
Interactive 3D Models ◽  
Interactive 3D ◽  
3D Scene

This paper describes a new tool for eye-tracking data and their analysis with the use of interactive 3D models. This tool helps to analyse interactive 3D models easier than by time-consuming, frame-by-frame investigation of captured screen recordings with superimposed scanpaths. The main function of this tool, called 3DgazeR, is to calculate 3D coordinates (X, Y, Z coordinates of the 3D scene) for individual points of view. These 3D coordinates can be calculated from the values of the position and orientation of a virtual camera and the 2D coordinates of the gaze upon the screen. The functionality of 3DgazeR is introduced in a case study example using Digital Elevation Models as stimuli. The purpose of the case study was to verify the functionality of the tool and discover the most suitable visualization methods for geographic 3D models. Five selected methods are presented in the results section of the paper. Most of the output was created in a Geographic Information System. 3DgazeR works with generic CSV files, SMI eye-tracker, and the low-cost EyeTribe tracker connected with open source application OGAMA. It can compute 3D coordinates from raw data and fixations.

scholarly journals Accuracy and precision of fixation locations recorded with the low-cost Eye Tribe tracker in different experimental set-ups

2015 ◽  
Vol 8 (1) ◽  
Author(s):  
Kristien Ooms ◽  
Lien Dupont ◽  
Lieselot Lapon ◽  
Stanislav Popelka
Keyword(s):  
Low Cost ◽  
Sampling Rate ◽  
Eye Tracker ◽  
Temporal Precision ◽  
Accuracy And Precision ◽  
Fixation Locations ◽  
Recorded Data ◽  
Set Up ◽  
Tracking Devices ◽  
Selection Of

This article compares the accuracy and precision of the low-cost Eye Tribe tracker and a well-established comparable eye tracker: SMI RED 250. Participants were instructed to fixate on predefined point locations on a screen. The accuracy is measured by the distance between the recorded fixation locations and the actual location. Precision is represented by the standard deviation of these measurements. Furthermore, the temporal precision of both eye tracking devices (sampling rate) is evaluated as well. The obtained results illustrate that a correct set-up and selection of software to record and process the data are of utmost importance to obtain acceptable results with the low-cost device. Nevertheless, with careful selections in each of these steps, the quality (accuracy and precision) of the recorded data can be considered comparable.

scholarly journals Student’s Reading of Thematic Maps from Czech School World Atlas – an Eye-tracking Study

2020 ◽  
Vol 2 ◽  
pp. 1-1
Author(s):  
Marketa Beitlova ◽  
Stanislav Popelka ◽  
Vit Vozenilek
Keyword(s):  
Eye Tracking ◽  
Low Cost ◽  
Research Question ◽  
Empirical Studies ◽  
Eye Tracker ◽  
Thematic Maps ◽  
School Students ◽  
Trial Duration ◽  
Cartographic Visualization ◽  
The One

Abstract. According to the cartographic communication models, the map is intended as a product which helps people to understand the world. Usually, the first systematic cartographic product which pupils and students met in their lives is a school world atlas. In the Czech Republic, these atlases are used in almost every geography lesson. Thus, school atlases should be understandable, well-arranged, intelligible and easy to use by students. However, almost no empirical studies focused on this type of product exist.This presentation summarizes the results of the experiment, where the task was to find some object on the thematic map. The research aimed on two main issues: if the students are able to read thematic maps from school world atlas (Q1) and if the used cartographic visualization methods are properly selected (Q2).For finding answers to these research questions, the eye-tracking study conducted on 30 grammar school students was performed. This study contained ten tasks on the thematic world maps from the Czech school world atlas. Depending on the type of information displayed, visualization method and legend style, the tasks were formulated for each map. Eyemovement data were recorded using low-cost GazePoint eye-tracker with sampling frequency of 60 Hz. The first research question – if students can work with the thematic maps from school world atlas – was analysed using the correctness of answers and Trial Duration – the metric that shows how much time respondents needed to find the answer. For answering the second research question – if the cartographic methods used in the atlas are understandable –qualitative data visualization methods were used.At the beginning of the recorded data analysis, the correctness of answers and trial duration was ïnvestigated. These results helped us to find out, how the students were able to read the maps, if their answers were correct and how much time they needed for task solving. The results showed that generally, the students could read thematic maps (Q1). The most problematic task was the one where students had to estimate the pie-chart value according to the logarithmic scale.In the next step, the behaviour of students while solving each task was qualitatively described and problematic cartographic visualization methods were identified (Q2). For example, in some cases, used symbols were difficult to distinguish. The most serious problems were in the task, where students had to estimate the value of the bar chart. The scale of the legend was designed so that one millimetre of the bar corresponds to 50 million USD of export volume. This cartographic method was hard to understand for the students.The conducted eye-tracking study pointed out to maps where the cartographic methods were misused and caused problems to the students. The results might help the cartographers and map publishers who can modify the maps to be more understandable for the readers.

scholarly journals EyeLoop: An Open-Source System for High-Speed, Closed-Loop Eye-Tracking

2021 ◽  
Vol 15 ◽  
Author(s):  
Simon Arvin ◽  
Rune Nguyen Rasmussen ◽  
Keisuke Yonehara
Keyword(s):  
Eye Tracking ◽  
Open Source ◽  
High Speed ◽  
Closed Loop ◽  
Low Cost ◽  
Open Loop ◽  
Eye Tracker ◽  
High Resource ◽  
Real Time Analysis ◽  
Loop Design

Eye-trackers are widely used to study nervous system dynamics and neuropathology. Despite this broad utility, eye-tracking remains expensive, hardware-intensive, and proprietary, limiting its use to high-resource facilities. It also does not easily allow for real-time analysis and closed-loop design to link eye movements to neural activity. To address these issues, we developed an open-source eye-tracker – EyeLoop – that uses a highly efficient vectorized pupil detection method to provide uninterrupted tracking and fast online analysis with high accuracy on par with popular eye tracking modules, such as DeepLabCut. This Python-based software easily integrates custom functions using code modules, tracks a multitude of eyes, including in rodents, humans, and non-human primates, and operates at more than 1,000 frames per second on consumer-grade hardware. In this paper, we demonstrate EyeLoop’s utility in an open-loop experiment and in biomedical disease identification, two common applications of eye-tracking. With a remarkably low cost and minimum setup steps, EyeLoop makes high-speed eye-tracking widely accessible.

scholarly journals Is the low-cost EyeTribe eye tracker any good for research?

2014 ◽  
Author(s):  
Edwin Dalmaijer
Keyword(s):  
Low Cost ◽  
Sampling Rate ◽  
High Accuracy ◽  
Eye Tracker ◽  
The World ◽  
Quality Video ◽  
Low Costs ◽  
Precision And Accuracy ◽  
High Quality Video ◽  
Tracking Technology

Eye-tracking technology is becoming increasingly cheaper, both on the hardware and on the software front. Currently, the EyeTribe tracker is the most inexpensive commercial eye tracker in the world, at a price of $99. The low costs make it a potentially interesting resource for research, but no objective testing of its quality has been performed yet. Here the EyeTribe tracker is compared with an EyeLink 1000, a high-quality video eye tracker. Results indicate that the spatial precision and accuracy are good enough for fixation checking, point-of-regard analyses, and pupilometry. However, the low sampling rate renders the device unsuitable for testing high-accuracy saccade metrics. Additionally, open-source toolboxes for Matlab and Python, and a plug-in for OpenSesame are presented, which can be used to interface with the EyeTribe tracker.

scholarly journals Design and development of a low-cost mask-type eye tracker to collect quality fixation measurements in the sport domain

2018 ◽  
Vol 233 (1) ◽  
pp. 116-125
Author(s):  
Jesús Morenas Martín ◽  
Vicente Luis del Campo ◽  
Luis Jesús Manso Fernández-Argüelles
Keyword(s):  
User Interface ◽  
Eye Tracking ◽  
Tracking System ◽  
Low Cost ◽  
Eye Tracker ◽  
Spatial Accuracy ◽  
Quality Of Data ◽  
Research Fields ◽  
Accuracy And Precision ◽  
Mask Type

The aim of the study was to build a low-cost mask-type eye tracker with accuracy and precision levels similar to those reported for commercial eye tracking devices. To this end, head-mounted hardware was designed and developed, while open-source software was modified for digital image capture, manipulation, and fixation analysis. An image recognition application was also included with different lighting scenarios. Moreover, parallax and viewing perspective errors were controlled to ensure the quality of data collection. The device was wireless and lightweight (99 g) to allow for natural movement and avoid participant discomfort. After calibration of a 9-target monocular grid, spatial accuracy and precision of the eye tracker was evaluated by 30 participants, at four different lighting setups, both before and after a climbing task. Validity tests showed high levels of accuracy in all conditions as evidenced by a systematic error for a 13-target grid of <0.5°. The reliability tests also showed consistent measurements with no differences in accuracy recorded between participants, lighting conditions, and visual behaviors for the pre- versus post-climbing task. These results suggest that the present eye tracker reports spatial accuracy similar to other commercial systems with levels of high quality. Altogether, this innovative user interface is suitable for research purposes and/or performance analysis in physical activity and sport-related activities. Also, features of this mask-type eye tracking system make it a suitable perceptual user interface to investigate human–computer interactions in a large number of other research fields including psychology, education, marketing, transportation, and medicine.

scholarly journals Fixation Duration and Pupil Size as Diagnostic Tools in Parkinson’s Disease

2021 ◽  
pp. 1-11
Author(s):  
Panagiota Tsitsi ◽  
Mattias Nilsson Benfatto ◽  
Gustaf Öqvist Seimyr ◽  
Olof Larsson ◽  
Prof Per Svenningsson ◽  
...  
Keyword(s):  
Parkinson’S Disease ◽  
Parkinson's Disease ◽  
Eye Movements ◽  
Eye Tracking ◽  
Eye Movement ◽  
Pupil Size ◽  
Clinical Investigation ◽  
Sampling Rate ◽  
Diagnostic Tools ◽  
Eye Tracker

Background: Visual and oculomotor problems are very common in Parkinson’s disease (PD) and by using eye-tracking such problems could be characterized in more detail. However, eye-tracking is not part of the routine clinical investigation of parkinsonism. Objective: To evaluate gaze stability and pupil size in stable light conditions, as well as eye movements during sustained fixation in a population of PD patients and healthy controls (HC). Methods: In total, 50 PD patients (66% males) with unilateral to mild-to-moderate disease (Hoehn & Yahr 1– 3, Schwab and England 70– 90% ) and 43 HC (37% males) were included in the study. Eye movements were recorded with Tobii Pro Spectrum, a screen-based eye tracker with a sampling rate of 1200 Hz. Logistic regression analysis was applied to investigate the strength of association of eye-movement measures with diagnosis. Results: Median pupil size (OR 0.811; 95% CI 0.666– 0.987; p = 0.037) and longest fixation period (OR 0.798; 95% CI 0.691-0.921; p = 0.002), were the eye-movement parameters that were independently associated with diagnosis, after adjustment for sex (OR 4.35; 95% CI 1.516– 12.483; p = 0.006) and visuospatial/executive score in Montreal Cognitive Assessment (OR 0.422; 95% CI 0.233– 0.764; p = 0.004). The area under the ROC curve was determined to 0.817; 95% (CI) 0.732– 0.901. Conclusion: Eye-tracking based measurements of gaze fixation and pupil reaction may be useful biomarkers of PD diagnosis. However, larger studies of eye-tracking parameters integrated into the screening of patients with suspected PD are necessary, to further investigate and confirm their diagnostic value.

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