Looking Beneath the Surface: The Science and Applications of Eye-Gaze Tracking for Assessing Visual Attention

被引:0
|
作者
Cristina, Stefania [1 ]
机构
[1] Dept Syst & Control Engn, Birgu, Malta
关键词
eye-gaze tracking; visual attention; multimedia engagement;
D O I
10.1145/3573128.3607809
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The purpose of visual media is to convey information, ideas, concepts and emotions, and for this reason, the effectiveness of visual media can be assessed by how much it captures the attention and engages with its audience. Eye movement patterns have long been recognised as providing valuable insights into the cognitive processes that underlie attention, learning and memory, and as such they may shed light on how viewers engage with visual media. The process of measuring and analysing the movements of a person's eyes is called eye-gaze tracking, which is a powerful tool with a broad range of applications, not only in studying how people interact with visual content, but also in domains such as healthcare, driving, gaming, and many others. Thanks to advancements in technology, modern eye-gaze trackers have evolved into much less intrusive and more comfortable devices than their scary predecessors. This has also worked in their favour in making eye-gaze trackers, whether screen-based, head-mounted, or embedded within VR headsets, more accessible and easy to use. In view of the increasing popularity in using eye-gaze tracking to study attention and engagement, this tutorial aims to explore this technology from different angles, including its development over the years, its technical workings, the metrics that may be used to quantify visual attention, and several application domains. The tutorial will provide an overview of eye-gaze tracking, covering the state-of-the-art, the different types of technologies in use, the key eye movements and gaze tracking metrics in quantifying attention, the factors to consider when choosing an eye-gaze tracking device, and several eye-gaze tracking applications. This tutorial is intended for all researchers, with or without a background in the domain, who are interested in learning more about eye-gaze tracking and its use in assessing visual attention.
引用
收藏
页数:2
相关论文
共 50 条
  • [41] Binocular Vision Impairments Therapy Supported by Contactless Eye-Gaze Tracking System
    Kosikowski, Lukasz
    Czyzewski, Andrzej
    [J]. COMPUTERS HELPING PEOPLE WITH SPECIAL NEEDS, PROCEEDINGS, PT 2, 2010, 6180 : 373 - 376
  • [42] SEMANTIC ANALYSIS OF HUMAN VISUAL ATTENTION IN MOBILE EYE TRACKING APPLICATIONS
    Fritz, Gerald
    Paletta, Lucas
    [J]. 2010 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, 2010, : 4565 - 4568
  • [43] Eye gaze tracking techniques for interactive applications
    Morimoto, CH
    Mimica, MRM
    [J]. COMPUTER VISION AND IMAGE UNDERSTANDING, 2005, 98 (01) : 4 - 24
  • [44] Eye-gaze contingent attention training (ECAT): Examining the causal role of attention regulation in reappraisal and rumination
    Sanchez-Lopez, Alvaro
    Everaert, Jonas
    Van Put, Jill
    De Raedt, Rudi
    Koster, Ernst H. W.
    [J]. BIOLOGICAL PSYCHOLOGY, 2019, 142 : 116 - 125
  • [45] Gaze and Eye Tracking: Techniques and Applications in ADAS
    Khan, Muhammad Qasim
    Lee, Sukhan
    [J]. SENSORS, 2019, 19 (24)
  • [46] From observation to action simulation: The role of attention, eye-gaze, emotion, and body state
    Tipper, Steven P.
    [J]. QUARTERLY JOURNAL OF EXPERIMENTAL PSYCHOLOGY, 2010, 63 (11): : 2081 - 2105
  • [47] Attention-Aware Robotic Laparoscope Based on Fuzzy Interpretation of Eye-Gaze Patterns
    Li, Songpo
    Zhang, Xiaoli
    Kim, Fernando J.
    da Silva, Rodrigo Donalisio
    Gustafson, Diedra
    Molina, Wilson R.
    [J]. JOURNAL OF MEDICAL DEVICES-TRANSACTIONS OF THE ASME, 2015, 9 (04):
  • [48] The attention-grammar interface: Eye-gaze cues structural choice in children and adults
    Ibbotson, Paul
    Lieven, Elena V. M.
    Tomasello, Michael
    [J]. COGNITIVE LINGUISTICS, 2013, 24 (03) : 457 - 481
  • [49] Cross-talk elimination for lenslet array near eye display based on eye-gaze tracking
    Ye, Bi
    Fujimoto, Yuichiro
    Uchimine, Yuta
    Sawabe, Taishi
    Kanbara, Masayuki
    Kato, Hirokazu
    [J]. OPTICS EXPRESS, 2022, 30 (10) : 16196 - 16216
  • [50] Employing eye-gaze and arrow as cue to attention: two different modes of attentional selection
    Marotta, Andrea
    Casagrande, Maria
    Lupianez, Juan
    Raffone, Antonino
    Martella, Diana
    [J]. COGNITIVE PROCESSING, 2009, 10 : S169 - S169