Gaze and Eye Tracking: Techniques and Applications in ADAS

被引:66
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 242 条
[1]   A Gaze-Based Driver Distraction Warning System and Its Effect on Visual Behavior [J].
Ahlstrom, Christer ;
Kircher, Katja ;
Kircher, Albert .
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2013, 14 (02) :965-973
[2]  
Aleem I.S., 2018, U.S. Patent Application, Patent No. [9,904,051, 9904051]
[3]  
[Anonymous], 1998, P BRIT MACH C
[4]  
[Anonymous], 2017, P 11 INT C UBIQUITOU
[5]  
[Anonymous], OPERATIONAL DEFINITI
[6]  
[Anonymous], 2011, Eog signals in drowsiness research
[7]  
[Anonymous], DETECTION TRACKING F
[8]  
[Anonymous], 2003, A Precise Eye-Gaze Detection and Tracking System
[9]  
[Anonymous], P PICT COD S BERL GE
[10]  
[Anonymous], 2016, THEORY SITUATION AWA