Gaze and Eye Tracking: Techniques and Applications in ADAS

被引:60
|
作者
Khan, Muhammad Qasim [1 ]
Lee, Sukhan [1 ]
机构
[1] Sungkyunkwan Univ, Dept Elect & Comp Engn, Intelligent Syst Res Inst, Suwon 440746, South Korea
关键词
advanced driving assistance systems (ADAS); eye tracking; gaze tracking; line of sight (LoS); point of regard (PoR); road safety; REAL-TIME EYE; DRIVERS VISUAL-ATTENTION; COGNITIVE DISTRACTION; FEATURE-EXTRACTION; SINGLE CAMERA; DRIVING STYLE; HEAD POSE; SYSTEM; RECOGNITION; CALIBRATION;
D O I
10.3390/s19245540
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Tracking drivers' eyes and gazes is a topic of great interest in the research of advanced driving assistance systems (ADAS). It is especially a matter of serious discussion among the road safety researchers' community, as visual distraction is considered among the major causes of road accidents. In this paper, techniques for eye and gaze tracking are first comprehensively reviewed while discussing their major categories. The advantages and limitations of each category are explained with respect to their requirements and practical uses. In another section of the paper, the applications of eyes and gaze tracking systems in ADAS are discussed. The process of acquisition of driver's eyes and gaze data and the algorithms used to process this data are explained. It is explained how the data related to a driver's eyes and gaze can be used in ADAS to reduce the losses associated with road accidents occurring due to visual distraction of the driver. A discussion on the required features of current and future eye and gaze trackers is also presented.
引用
收藏
页数:36
相关论文
共 50 条
  • [1] Eye gaze tracking techniques for interactive applications
    Morimoto, CH
    Mimica, MRM
    COMPUTER VISION AND IMAGE UNDERSTANDING, 2005, 98 (01) : 4 - 24
  • [2] In the eye of the beholder: A survey of gaze tracking techniques
    Liu, Jiahui
    Chi, Jiannan
    Yang, Huijie
    Yin, Xucheng
    PATTERN RECOGNITION, 2022, 132
  • [3] Eye Gaze Tracking
    Nguyen, Ba Linh
    2009 IEEE-RIVF INTERNATIONAL CONFERENCE ON COMPUTING AND COMMUNICATION TECHNOLOGIES: RESEARCH, INNOVATION AND VISION FOR THE FUTURE, 2009, : 144 - 147
  • [4] Eye Tracking using Monocular Camera for Gaze Estimation Applications
    Yang, Guojun
    Saniie, Jafar
    2016 IEEE INTERNATIONAL CONFERENCE ON ELECTRO INFORMATION TECHNOLOGY (EIT), 2016, : 292 - 296
  • [5] Study on method of laparoscopic training based on eye gaze tracking techniques
    Wang, Shuyi (wangshuyi2001@sina.com), 1600, West China Hospital, Sichuan Institute of Biomedical Engineering (34):
  • [6] Novel eye gaze tracking techniques under natural head movement
    Zhu, Zhiwei
    Ji, Qiang
    IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2007, 54 (12) : 2246 - 2260
  • [7] Key Techniques of Eye Gaze Tracking Based on Pupil Corneal Reflection
    Chi Jian-nan
    Zhang Peng-yi
    Zheng Si-yi
    Zhang Chuang
    Huang Ying
    PROCEEDINGS OF THE 2009 WRI GLOBAL CONGRESS ON INTELLIGENT SYSTEMS, VOL II, 2009, : 133 - 138
  • [8] Subpixel eye gaze tracking
    Zhu, J
    Yang, J
    FIFTH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE AND GESTURE RECOGNITION, PROCEEDINGS, 2002, : 131 - 136
  • [9] Eye gaze tracking based directional control interface for interactive applications
    Amit Laddi
    Neelam Rup Prakash
    Multimedia Tools and Applications, 2019, 78 : 31215 - 31230
  • [10] The Embodied Gaze: Exploring Applications for Mobile Eye Tracking in the Art Museum
    Garbutt, Michael
    East, Scott
    Spehar, Branka
    Estrada-Gonzalez, Vicente
    Carson-Ewart, Brooke
    Touma, Josephine
    VISITOR STUDIES, 2020, 23 (01) : 82 - 100