The Application of Flexible Areas of Interest to Pilot Mobile Eye Tracking

被引:16
|
作者
Gomolka, Zbigniew [1 ]
Kordos, Damian [2 ]
Zeslawska, Ewa [3 ]
机构
[1] Univ Rzeszow, Inst Comp Sci, PL-35959 Rzeszow, Poland
[2] Rzeszow Univ Technol, Fac Mech Engn & Aeronaut, PL-35959 Rzeszow, Poland
[3] Univ Informat Technol & Management Rzeszow, Dept Informat Syst Applicat, PL-35225 Rzeszow, Poland
关键词
eye tracking; pilot attention; Tobii Glasses Pro; cockpit instruments; object tracking; MENTAL WORKLOAD; PERFORMANCE; DRIVER; SYSTEM;
D O I
10.3390/s20040986
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Recent progress in the development of mobile Eye Tracking (ET) systems shows that there is a demand for modern flexible solutions that would allow for dynamic tracking of objects in the video stream. The paper describes a newly developed tool for work with ET glasses, and its advantages are outlined with the example of a pilot study. A flight task is performed on the FNTP II MCC simulator, and the pilots are equipped with the Mobile Tobii Glasses. The proposed Smart Trainer tool performs dynamic object tracking in a registered video stream, allowing for an interactive definition of Area of Interest (AOI) with blurred contours for the individual cockpit instruments and for the construction of corresponding histograms of pilot attention. The studies are carried out on a group of experienced pilots with a professional pilot CPL(A) license with instrumental flight (Instrument Rating (IR)) certification and a group of pilots without instrumental training. The experimental section shows the differences in the perception of the flight process between two distinct groups of pilots with varying levels in flight training for the ATPL(A) line pilot license. The proposed Smart Trainer tool might be exploited in order to assess and improve the process of training operators of advanced systems with human machine interfaces.
引用
收藏
页数:22
相关论文
共 50 条
  • [1] The application of flexible areas of interest to pilot mobile eye tracking
    Gomolka, Zbigniew
    Kordos, Damian
    Zeslawska, Ewa
    Sensors (Switzerland), 2020, 20 (04):
  • [2] Automating Areas of Interest Analysis in Mobile Eye Tracking Experiments based on Machine Learning
    Wolf, Julian
    Hess, Stephan
    Bachmann, David
    Lohmeyer, Quentin
    Meboldt, Mirko
    JOURNAL OF EYE MOVEMENT RESEARCH, 2018, 11 (06):
  • [3] How to choose the size of facial areas of interest in interactive eye tracking
    Vehlen, Antonia
    Standard, William
    Domes, Gregor
    PLOS ONE, 2022, 17 (02):
  • [4] Defining Areas of Interest in Organic Chemistry Education Eye-Tracking Research
    Langner, Axel
    Hain, Lea Sophie
    Graulich, Nicole
    JOURNAL OF CHEMICAL EDUCATION, 2025, 102 (03) : 1285 - 1297
  • [5] Areas of Interest as a Signal Detection Problem in Behavioral Eye-Tracking Research
    Orquin, Jacob L.
    Ashby, Nathaniel J. S.
    Clarke, Alasdair D. F.
    JOURNAL OF BEHAVIORAL DECISION MAKING, 2016, 29 (2-3) : 103 - 115
  • [6] Automated areas of interest analysis for usability studies of tangible screen-based user interfaces using mobile eye tracking
    Batliner, M.
    Hess, S.
    Ehrlich-Adam, C.
    Lohmeyer, Q.
    Meboldt, M.
    AI EDAM-ARTIFICIAL INTELLIGENCE FOR ENGINEERING DESIGN ANALYSIS AND MANUFACTURING, 2020, 34 (04): : 505 - 514
  • [7] Using Eye-Tracking with Dynamic Areas of Interest for Analyzing Interactive Information Retrieval
    Vu Tuan Tran
    Fuhr, Norbert
    SIGIR 2012: PROCEEDINGS OF THE 35TH INTERNATIONAL ACM SIGIR CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATION RETRIEVAL, 2012, : 1165 - 1166
  • [8] THE EYE ON THE MATHEMATICS: FINDINGS FROM A PILOT STUDY USING MOBILE GAZE TRACKING
    Hannula, Markku S.
    TEACHING MATHEMATICS: RETROSPECTIVE AND PERSPECTIVES, 17TH INTERNATIONAL CONFERENCE, 2016, 2016, : 43 - 57
  • [9] Feature matching and ArUco markers application in mobile eye tracking studies
    Bykowski, Adam
    Kupinski, Szymon
    2018 SIGNAL PROCESSING: ALGORITHMS, ARCHITECTURES, ARRANGEMENTS, AND APPLICATIONS (SPA), 2018, : 255 - 260
  • [10] Navigation Mode Study of Mobile Application Based On Eye Tracking Technology
    Fu Jiuqiang
    PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON MECHATRONICS AND INDUSTRIAL INFORMATICS, 2015, 31 : 71 - 74