The Utility of Mobile Eye Tracking Technology in the Forensic Analysis of Personal Injury

2016 ◽  
Vol 60 (1) ◽  
pp. 485-488 ◽  
Author(s):  
Stephanie A. Whetsel Borzendowski ◽  
Alan O. Campbell
Keyword(s):  
Eye Tracking ◽  
Human Locomotion ◽  
Forensic Analysis ◽  
Personal Injury ◽  
Eye Tracker ◽  
Final Destination ◽  
Expert Opinions ◽  
Gaze Patterns ◽  
Civil Suit ◽  
Tracking Technology

Early research on gaze patterns during human locomotion indicated that pedestrians tend to focus their gaze on the path 2 – 3 m ahead. More recent research in this area has utilized eye tracking technology to empirically assess eye movements during navigation in naturalistic environments. A similar approach to understanding personal injuries resulting in civil lawsuits has potential utility in the field of forensic human factors. The present study was conducted in the context of gathering empirical data to support expert opinions in a premises liability civil suit. Using a mobile head-mounted eye tracker, the gaze patterns of five individuals was assessed as they walked two paths covering the area where the plaintiff in the subject suit was injured. The results of this analysis indicated that, consistent with previous research, participants fixated the path ahead. Additionally, the duration of fixations on their final destination tended to be longer than fixations on other objects or areas in the forward view. The present study demonstrates the utility of empirical analysis of conditions surrounding a personal injury using eye tracking technology.

An Eye Tracking-Based Forensic Analysis of Motorcyclist Conspicuity During a Left Turn Maneuver

2020 ◽  
Vol 64 (1) ◽  
pp. 541-544
Author(s):  
Stephanie A. Whetsel Borzendowski ◽  
Leah S. Hartman ◽  
Alan O. Campbell
Keyword(s):  
Eye Tracking ◽  
Forensic Analysis ◽  
Complex Task ◽  
Traffic Data ◽  
Passenger Vehicle ◽  
Left Turn ◽  
Left Hand ◽  
Gaze Patterns ◽  
Imminent Threat ◽  
Tracking Technology

Research has identified drivers’ failure to detect motorcyclists as a causal factor in collisions, with drivers often looking towards or at a motorcycle but reporting that they never saw the motorcycle. Driving is a complex task and it is important to understand where and how drivers allocate their attention. Using mobile eye tracking technology, the present study was conducted as part of the forensic analysis of a collision between a passenger vehicle and a motorcycle. Gaze patterns of eight individuals were recorded as they made left-hand turns across traffic. Data from this study indicated that half of the participants fixated the motorcycle. However, none of the participants appeared to detect the motorcycle-initiated motion towards them as they made their left turn. These findings suggest that drivers were able to peripherally detect the motorcycle but failed to see it or judged the motorcycle not to be an imminent threat.

The Use of Eye Tracking to Discern the Threshold at Which Metopic Orbitofrontal Deformity Attracts Attention

2020 ◽  
Vol 57 (12) ◽  
pp. 1392-1401
Author(s):  
Mark P. Pressler ◽  
Emily L. Geisler ◽  
Rami R. Hallac ◽  
James R. Seaward ◽  
Alex A. Kane
Keyword(s):  
Surgical Treatment ◽  
Graduate Students ◽  
Eye Tracking ◽  
Dwell Time ◽  
Surgical Intervention ◽  
Three Dimensional ◽  
Average Dwell Time ◽  
Eye Tracker ◽  
Gaze Patterns ◽  
Areas Of Interest

Introduction and Objectives: Surgical treatment for trigonocephaly aims to eliminate a stigmatizing deformity, yet the severity that captures unwanted attention is unknown. Surgeons intervene at different points of severity, eliciting controversy. This study used eye tracking to investigate when deformity is perceived. Material and Methods: Three-dimensional photogrammetric images of a normal child and a child with trigonocephaly were mathematically deformed, in 10% increments, to create a spectrum of 11 images. These images were shown to participants using an eye tracker. Participants’ gaze patterns were analyzed, and participants were asked if each image looked “normal” or “abnormal.” Results: Sixty-six graduate students were recruited. Average dwell time toward pathologic areas of interest (AOIs) increased proportionally, from 0.77 ± 0.33 seconds at 0% deformity to 1.08 ± 0.75 seconds at 100% deformity ( P < .0001). A majority of participants did not agree an image looked “abnormal” until 90% deformity from any angle. Conclusion: Eye tracking can be used as a proxy for attention threshold toward orbitofrontal deformity. The amount of attention toward orbitofrontal AOIs increased proportionally with severity. Participants did not generally agree there was “abnormality” until deformity was severe. This study supports the assertion that surgical intervention may be best reserved for more severe deformity.

scholarly journals B-PO04-190 A NOVEL VISUAL DIAGNOSTIC ASSESSMENT OF EXPERT AND NOVICE GAZE PATTERNS ON PEDIATRIC ELECTROCARDIOGRAMS USING EYE TRACKING TECHNOLOGY

Heart Rhythm ◽  
2021 ◽  
Vol 18 (8) ◽  
pp. S356
Author(s):  
Heather Marie Giacone ◽  
Anne M. Dubin ◽  
Scott Ceresnak ◽  
Henry Chubb ◽  
William Rowland Goodyer ◽  
...  
Keyword(s):  
Eye Tracking ◽  
Diagnostic Assessment ◽  
Gaze Patterns ◽  
Expert And Novice ◽  
Tracking Technology

scholarly journals Where Do We Look? Assessing Gaze Patterns in Cosmetic Face-Lift Surgery with Eye Tracking Technology

2020 ◽  
Vol 145 (2) ◽  
pp. 450e-451e
Author(s):  
Aashish Rajesh ◽  
Editt N. Taslakian ◽  
Malek Bawadkji ◽  
Mario Tarzi ◽  
Ahmad Alhamid
Keyword(s):  
Eye Tracking ◽  
Face Lift ◽  
Gaze Patterns ◽  
Tracking Technology

scholarly journals The Power of Eye Tracking in Economics Experiments

2016 ◽  
Vol 106 (5) ◽  
pp. 309-313 ◽  
Author(s):  
Joanna N. Lahey ◽  
Douglas Oxley
Keyword(s):  
Economic Theory ◽  
Data Analysis ◽  
Eye Tracking ◽  
Data Management ◽  
Tracking Data ◽  
Eye Tracker ◽  
Hiring Decisions ◽  
Economics Experiments ◽  
Set Up ◽  
Tracking Technology

Eye tracking is a technology that tracks eye activity including how long and where a participant is looking. As eye tracking technology has improved and become more affordable its use has expanded. We discuss how to design, implement, and analyze an experiment using this technology to study economic theory. Using our experience fielding an experiment to study hiring decisions we guide the reader through how to choose an eye tracker, concerns with participants and set-up, types of outputs, limitations of eye tracking, data management and data analysis. We conclude with suggestions for combining eye tracking with other measurements.

scholarly journals Use of Eye-Tracking Technology by Medical Students Taking the Objective Structured Clinical Examination: Descriptive Study

10.2196/17719 ◽  
2020 ◽  
Vol 22 (8) ◽  
pp. e17719
Author(s):  
M D Grima-Murcia ◽  
Francisco Sanchez-Ferrer ◽  
Jose Manuel Ramos-Rincón ◽  
Eduardo Fernández
Keyword(s):  
Medical Students ◽  
Eye Tracking ◽  
Clinical Examination ◽  
Objective Evaluation ◽  
Objective Structured Clinical Examination ◽  
Eye Tracker ◽  
Clinical Competencies ◽  
Self Evaluation ◽  
Areas Of Interest ◽  
Tracking Technology

Background The objective structured clinical examination (OSCE) is a test used throughout Spain to evaluate the clinical competencies, decision making, problem solving, and other skills of sixth-year medical students. Objective The main goal of this study is to explore the possible applications and utility of portable eye-tracking systems in the setting of the OSCE, particularly questions associated with attention and engagement. Methods We used a portable Tobii Glasses 2 eye tracker, which allows real-time monitoring of where the students were looking and records the voice and ambient sounds. We then performed a qualitative and a quantitative analysis of the fields of vision and gaze points attracting attention as well as the visual itinerary. Results Eye-tracking technology was used in the OSCE with no major issues. This portable system was of the greatest value in the patient simulators and mannequin stations, where interaction with the simulated patient or areas of interest in the mannequin can be quantified. This technology proved useful to better identify the areas of interest in the medical images provided. Conclusions Portable eye trackers offer the opportunity to improve the objective evaluation of candidates and the self-evaluation of the stations used as well as medical simulations by examiners. We suggest that this technology has enough resolution to identify where a student is looking at and could be useful for developing new approaches for evaluating specific aspects of clinical competencies.

scholarly journals Investigating the Use of Eye Fixation Data for Emotion Classification in VR

2021 ◽  
Vol 12 (3) ◽  
pp. 1852-1857
Author(s):  
Lim Jia Zheng Et.al
Keyword(s):  
Eye Tracking ◽  
Classification Accuracy ◽  
Preliminary Investigation ◽  
Support Vector ◽  
Tracking Data ◽  
Eye Tracker ◽  
Emotion Classification ◽  
Learning Classifier ◽  
Rbf Kernel ◽  
Tracking Technology

Eye-tracking technology has become popular recently and widely used in research on emotion recognition since its usability. In this paper, we presented a preliminary investigation on a novelty approach for detecting emotions using eye-tracking data in virtual reality (VR) to classify 4-quadrant of emotions according to russell’scircumplex model of affects. A presentation of 3600 videos is used as the experiment stimuli to evoke the emotions of the user in VR. An add-on eye-tracker within the VR headset is used for the recording and collecting device of eye-tracking data. Fixation data is extracted and chosen as the eye feature used in this investigation. The machine learning classifier is support vector machine (SVM) with radial basis function (RBF) kernel. The best classification accuracy achieved is 69.23%. The findings showed that emotion classification using fixation data has promising results in the prediction accuracy from a four-class random classification.

scholarly journals Use of Eye-Tracking Technology by Medical Students Taking the Objective Structured Clinical Examination: Descriptive Study (Preprint)

2020 ◽  
Author(s):  
M D Grima-Murcia ◽  
Francisco Sanchez-Ferrer ◽  
Jose Manuel Ramos-Rincón ◽  
Eduardo Fernández
Keyword(s):  
Medical Students ◽  
Eye Tracking ◽  
Clinical Examination ◽  
Objective Evaluation ◽  
Objective Structured Clinical Examination ◽  
Eye Tracker ◽  
Clinical Competencies ◽  
Self Evaluation ◽  
Areas Of Interest ◽  
Tracking Technology

BACKGROUND The objective structured clinical examination (OSCE) is a test used throughout Spain to evaluate the clinical competencies, decision making, problem solving, and other skills of sixth-year medical students. OBJECTIVE The main goal of this study is to explore the possible applications and utility of portable eye-tracking systems in the setting of the OSCE, particularly questions associated with attention and engagement. METHODS We used a portable Tobii Glasses 2 eye tracker, which allows real-time monitoring of where the students were looking and records the voice and ambient sounds. We then performed a qualitative and a quantitative analysis of the fields of vision and gaze points attracting attention as well as the visual itinerary. RESULTS Eye-tracking technology was used in the OSCE with no major issues. This portable system was of the greatest value in the patient simulators and mannequin stations, where interaction with the simulated patient or areas of interest in the mannequin can be quantified. This technology proved useful to better identify the areas of interest in the medical images provided. CONCLUSIONS Portable eye trackers offer the opportunity to improve the objective evaluation of candidates and the self-evaluation of the stations used as well as medical simulations by examiners. We suggest that this technology has enough resolution to identify where a student is looking at and could be useful for developing new approaches for evaluating specific aspects of clinical competencies.

Eye-Tracking Technology in Plastic and Reconstructive Surgery: A Systematic Review

2020 ◽  
Vol 40 (9) ◽  
pp. 1022-1034
Author(s):  
Malke Asaad ◽  
Jacob K Dey ◽  
Ahmad Al-Mouakeh ◽  
Mohamad Baraa Manjouna ◽  
Mohammad A Nashed ◽  
...  
Keyword(s):  
Systematic Review ◽  
Eye Tracking ◽  
Reconstructive Surgery ◽  
Cleft Lip ◽  
Meta Analysis ◽  
Objective Assessment ◽  
Inclusion Criteria ◽  
Plastic And Reconstructive Surgery ◽  
Gaze Patterns ◽  
Tracking Technology

Abstract Background The use of eye-tracking technology in plastic surgery has gained popularity over the past decade due to its ability to assess observers’ visual preferences in an objective manner. Objectives The goal of this study was to provide a comprehensive review of eye-tracking studies in plastic and reconstructive surgery, which can aid in the design and conduct of high-quality eye-tracking studies. Methods Through application of Preferred Reporting Items for Systematic review and Meta-Analysis (PRISMA) guidelines, a comprehensive search of articles published on eye-tracking across several databases was conducted from January 1946 to January 2019. Inclusion criteria included studies evaluating the use of eye-tracking technology in the field of plastic and reconstructive surgery. The resulting publications were screened by 2 independent reviewers. Results A total of 595 articles were identified, 23 of which met our inclusion criteria. The most common application of eye-tracking was to assess individuals with cleft lip/palate (9 studies). All 19 studies that evaluated fixation patterns among conditions vs controls reported significant differences between the 2 groups. Five out of 7 studies assessing visual data between preoperative and postoperative patients identified significant differences between the preoperative and postoperative groups, whereas 2 studies did not. Nine studies examined the relation between severity indices, attractiveness scores, or personality ratings and gaze patterns. Correlation was found in 7 out of the 9 studies. Conclusions This systematic review demonstrates the utility of eye-tracking technology as a quantifiable objective assessment and emerging research tool for evaluating outcomes in several domains of plastic and reconstructive surgery.

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