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Evaluation of an AoI Mapping and Analysis Tool for the Identification of Visual Scan Pattern
LFV Swedish Air Nav Serv, Sweden.
LFV Swedish Air Nav Serv, Sweden.
Linköping University, Department of Science and Technology, Media and Information Technology. Linköping University, Faculty of Medicine and Health Sciences.ORCID iD: 0000-0003-4761-8601
Linköping University, Department of Science and Technology, Media and Information Technology. Linköping University, Faculty of Science & Engineering.
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2021 (English)In: 2021 IEEE/AIAA 40TH DIGITAL AVIONICS SYSTEMS CONFERENCE (DASC), IEEE , 2021Conference paper, Published paper (Refereed)
Abstract [en]

The analysis of operators work patterns in safety-critical domains is increasingly assisted by eye-tracking technologies. A reason is a growing demand for empirically justified assurance to ascertain an equal level of safety after the implementation of new techniques and higher levels of automation. In the field and simulation studies, head-mounted eye-tracking devices are a preferred choice because of the easy, reliable and fast startup. The downside is time-consuming work to map gaze points to the world/workplace coordinates which makes head-mounted devices applicable to a small number of episodes to analyze. This paper presents a solution called AoI Mapping and Analysis Tool (AMAT) that relies on visual features provided by the integrated scene video camera. AoI-templates can be defined from the video recording and are constantly matched for an AoI-analysis. AMAT was evaluated with a field study example from Air Traffic Control (ATC) in the tower at Linkoping City airport and a training simulator study example from Vessel Traffic Service (VTS) in Gothenburg. Example situations demonstrate the capabilities of AMAT to define AoIs, evaluate the validity of the chosen set of AoIs and export to an example analysis program Eloquence for the visualization of results. The AoI-sequence of 4 vessels encounter in the Gothenburg archipelago was shown as well as the comparison of four tower controllers sequences during the final approach. The final discussion highlights the capabilities and limitations of the implemented techniques that rely on the AKAZE point feature detection and linear homographic transformations. A major source of disturbance lies in the varying light conditions evoking under-exposure of the video camera and fast head movements.

Place, publisher, year, edition, pages
IEEE , 2021.
Series
IEEE-AIAA Digital Avionics Systems Conference, ISSN 2155-7195
Keywords [en]
Eye-Tracking; Eye Gaze Mapping; Air Traffic Control; Vessel Traffic Service; Visual Scan Patterns; Scan Path
National Category
Computer Systems
Identifiers
URN: urn:nbn:se:liu:diva-182491DOI: 10.1109/DASC52595.2021.9594500ISI: 000739652600181ISBN: 9781665434201 (electronic)ISBN: 9781665434218 (print)OAI: oai:DiVA.org:liu-182491DiVA, id: diva2:1631858
Conference
IEEE/AIAA 40th Digital Avionics Systems Conference (DASC), ELECTR NETWORK, oct 03-07, 2021
Note

Funding Agencies|Swedish Transport Administration Trafikverket

Available from: 2022-01-25 Created: 2022-01-25 Last updated: 2022-01-25

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Vrotsou, KaterinaWestin, CarlLundberg, Jonas
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CiteExportLink to record
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Citation style
  • apa
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Output format
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  • text
  • asciidoc
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