Comparing the Accuracy and Precision of Eye Tracking Devices in Different Monitoring Environments

2021 ◽  
pp. 113-120
Author(s):  
Roland Nazareth ◽  
Jung Hyup Kim
Keyword(s):  
Eye Tracking ◽  
Accuracy And Precision ◽  
Tracking Devices

scholarly journals VP203 Performance Evaluation Of Eye-Tracking Devices

2017 ◽  
Vol 33 (S1) ◽  
pp. 245-245
Author(s):  
Luciano Recalde ◽  
José Núñez ◽  
César Yegros ◽  
Carolina Villegas
Keyword(s):  
Eye Tracking ◽  
Interface Design ◽  
Vertical Axis ◽  
Horizontal Axis ◽  
Precision Data ◽  
Limited Mobility ◽  
The Gaze ◽  
Accuracy And Precision ◽  
Tracking Device ◽  
Tracking Devices

INTRODUCTION:There are different devices, systems and technologies for people with disabilities. It's necessary to provide information on the effectiveness of products in the market and competitiveness in terms of price-quality, and providing an endorsement in the acquisition of technologies that improve their quality of life. The use of eye tracking devices is growing and its implementation in different areas has attracted the attention of several developers. Therefore the need to generate a product that evaluates the functionality of such devices is necessary in order to avoid unnecessary expenses when acquiring or repairing one of these devices.METHODS:An interface was created with different functionalities such as the location of the coordinates in which the pointer is located, standardized graphic interface design to provide statistical data that allow an objective result for its subsequent analysis and an endless number of design possibilities.The tests performed were of accuracy and precision where the subject was asked to follow the instructions given and observe a sequence of points, especially the points located at the ends of the monitor as these are the critical points in which there is less coincidence between the cursor and the gaze.RESULTS:The results obtained provided information on the performance of the tracking device. In this way it was possible to establish that the accuracy of the ocular tracker: it was ± 12.83 pixels on the horizontal axis and ± 10.66 pixels on the vertical axis. The precision was ± 9.8 pixels on the horizontal axis and ± 14.23 pixels on the vertical axis.This shows the use phenomenon caused due to the limited mobility of the eyes in the vertical axis in comparison to the horizontal mobility. The precision data obtained indicate that, because the movement on the vertical axis is smaller, there is a less continuous spectrum of positions on the axis, which translates to less precision.CONCLUSIONS:The data obtained can be used to compare with the results of the test with other eye tracking devices and thus this could serve as a tool to select an eye tracking device according to the user's need and his economical capabilities.

scholarly journals ARETT: Augmented Reality Eye Tracking Toolkit for Head Mounted Displays

Sensors ◽  
2021 ◽  
Vol 21 (6) ◽  
pp. 2234
Author(s):  
Sebastian Kapp ◽  
Michael Barz ◽  
Sergey Mukhametov ◽  
Daniel Sonntag ◽  
Jochen Kuhn
Keyword(s):  
Augmented Reality ◽  
Eye Tracking ◽  
User Interaction ◽  
R Package ◽  
Eye Tracker ◽  
Unity 3D ◽  
Accuracy And Precision ◽  
Head Mounted Displays ◽  
Virtual And Augmented Reality ◽  
Microsoft Hololens

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 interaction. In addition, visual attention in VR and AR is interesting for applied research based on eye tracking in cognitive or educational sciences for example. While some research toolkits for VR already exist, only a few target AR scenarios. In this work, we present an open-source eye tracking toolkit for reliable gaze data acquisition in AR based on Unity 3D and the Microsoft HoloLens 2, as well as an R package for seamless data analysis. Furthermore, we evaluate the spatial accuracy and precision of the integrated eye tracker for fixation targets with different distances and angles to the user (n=21). On average, we found that gaze estimates are reported with an angular accuracy of 0.83 degrees and a precision of 0.27 degrees while the user is resting, which is on par with state-of-the-art mobile eye trackers.

scholarly journals The Recreational Trail of the El Caminito del Rey Natural Tourist Attraction, Spain: Determination of Hikers’ Flow

2021 ◽  
Vol 18 (4) ◽  
pp. 1809
Author(s):  
Gemma María Gea-García ◽  
Carmelo Fernández-Vicente ◽  
Francisco J. Barón-López ◽  
Jesús Miranda-Páez
Keyword(s):  
Eye Tracking ◽  
Circulation Pattern ◽  
Travel Speed ◽  
Outdoor Activity ◽  
Efficient Management ◽  
Exponential Increase ◽  
The Mean ◽  
Tracking Device ◽  
Tracking Devices

Hiking is a very popular outdoor activity, and has led to an exponential increase in the number of visitors to natural spaces. The objective of this study was to analyze the circulation pattern of visitors to the Caminito del Rey trail, based on the three zones into which the trail can be divided. The sample consisted of 1582 hikers distributed into three different profiles. Of these, 126 utilized an eye-tracking device during the hike, while, for the rest (1456), only their travel speed along the trail was recorded. The use of eye tracking devices identified a greater number of interesting landscapes located in zones 1 and 3 of the trail, and it was observed that the mean travel speed was greater for zone 2 (42.31 m/min) (p < 0.01). Additionally, when the three different visitor profiles were analyzed, significant differences were found between the mean travel speeds according to sectors (p < 0.05). This information is crucial for more efficient management of the trail, as it allows for the development of measures to control and regulate the flow of visitors according to zone, and the design of additional strategies to increase the awareness of the hiker about specific areas of the hike.

An eye-tracking study on the effect of infographic structures on viewer’s comprehension and cognitive load

2017 ◽  
Vol 17 (3) ◽  
pp. 257-266 ◽  
Author(s):  
Azam Majooni ◽  
Mona Masood ◽  
Amir Akhavan
Keyword(s):  
Eye Tracking ◽  
Cognitive Load ◽  
Pupil Diameter ◽  
Information Graphics ◽  
Basic Premise ◽  
Quantitative Evidence ◽  
The Gaze ◽  
Movement Data ◽  
Graphical Design ◽  
Tracking Devices

The basic premise of this research is investigating the effect of layout on the comprehension and cognitive load of the viewers in the information graphics. The term ‘Layout’ refers to the arrangement and organization of the visual and textual elements in a graphical design. The experiment conducted in this study is designed based on two stories and each one of these stories is presented with two different layouts. During the experiment, eye-tracking devices are applied to collect the gaze data including the eye movement data and pupil diameter fluctuation. In the research on the modification of the layouts, contents of each story are narrated using identical visual and textual elements. The analysis of eye-tracking data provides quantitative evidence concerning the change of layout in each story and its effect on the comprehension of participants and variation of their cognitive load. In conclusion, it can be claimed that the comprehension from the zigzag form of the layout was higher with a less imposed cognitive load.

scholarly journals An Examination of Recording Accuracy and Precision From Eye Tracking Data From Toddlerhood to Adulthood

2018 ◽  
Vol 9 ◽  
Author(s):  
Kirsten A. Dalrymple ◽  
Marie D. Manner ◽  
Katherine A. Harmelink ◽  
Elayne P. Teska ◽  
Jed T. Elison
Keyword(s):  
Eye Tracking ◽  
Tracking Data ◽  
Accuracy And Precision

Eye-tracking devices in intensive care

Surgery ◽  
2016 ◽  
Vol 159 (3) ◽  
pp. 945-946
Author(s):  
Lewis Flint
Keyword(s):  
Intensive Care ◽  
Eye Tracking ◽  
Tracking Devices

scholarly journals Chapter 1. Eye-tracking: facts and figures

2018 ◽  
pp. 15-44
Keyword(s):  
Eye Movements ◽  
Eye Tracking ◽  
Eye Movement ◽  
Movement Control ◽  
General Information ◽  
Cognitive Research ◽  
Pros And Cons ◽  
Movement Parameters ◽  
Tracking Devices

In chapter 1 we describe the method of eye-tracking and how the interest to studying eye movements developed in time. We describe how modern eye-tracking devices work, including several most commonly used in cognitive research (SR-Research, SMI, Tobii). We also give some general information about eye movement parameters during reading and a brief over- view of main models of eye movement control in reading (SWIFT, E-Z Reader). These models take into account a significant amount of empirical data and simulate the interaction of oculo- motor and cognitive processes involved in reading. Differences between the models, as well as different interpretations allowed within the same model, reflect the complexity of reading and the ongoing discussion about the processes involved in it. The section ends up with the pros and cons of using LCD and CRT displays in eye-tracking studies.

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.

Inter-eye: Interactive error compensation for eye-tracking devices

2016 ◽  
Author(s):  
Mariolino De Cecco ◽  
Matteo Zanetti ◽  
Alberto Fornaser ◽  
Malvina Leuci ◽  
Nicola Conci
Keyword(s):  
Eye Tracking ◽  
Error Compensation ◽  
Tracking Devices

scholarly journals Accuracy and precision of small saccades

2020 ◽  
Vol 10 (1) ◽  
Author(s):  
Martina Poletti ◽  
Janis Intoy ◽  
Michele Rucci
Keyword(s):  
High Resolution ◽  
Eye Tracking ◽  
Current Knowledge ◽  
Oculomotor Behavior ◽  
Recent Advances ◽  
Accuracy And Precision ◽  
Precision And Accuracy

Abstract Despite recent advances on the mechanisms and purposes of fine oculomotor behavior, a rigorous assessment of the precision and accuracy of the smallest saccades is still lacking. Yet knowledge of how effectively these movements shift gaze is necessary for understanding their functions and is helpful in further elucidating their motor underpinnings. Using a combination of high-resolution eye-tracking and gaze-contingent control, here we examined the accuracy and precision of saccades aimed toward targets ranging from $$7^\prime$$ 7 ′ to $$80^\prime$$ 80 ′ eccentricity. We show that even small saccades of just 14–$$20^\prime$$ 20 ′ are very effective in centering the stimulus on the retina. Furthermore, we show that for a target at any given eccentricity, the probability of eliciting a saccade depends on its efficacy in reducing the foveal offset. The pattern of results reported here is consistent with current knowledge on the motor mechanisms of microsaccade production.

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