Towards accurate eye tracker calibration - methods and procedures

被引:40
作者
Harezlak, Katarzyna [1 ]
Kasprowski, Pawel [1 ]
Stasch, Mateusz [1 ]
机构
[1] Silesian Tech Univ, Inst Informat, Gliwice, Poland
来源
KNOWLEDGE-BASED AND INTELLIGENT INFORMATION & ENGINEERING SYSTEMS 18TH ANNUAL CONFERENCE, KES-2014 | 2014年 / 35卷
关键词
eye movement; eye trackers; calibration; regression; GAZE TRACKING;
D O I
10.1016/j.procs.2014.08.194
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Eye movement is a new emerging modality in human computer interfaces. With better access to devices which are able to measure eye movements (so called eye trackers) it becomes accessible even in ordinary environments. However, the first problem that must be faced when working with eye movements is a correct mapping from an output of eye tracker to a gaze point - place where the user is looking at the screen. That is why the work must always be started with calibration of the device. The paper describes the process of calibration, analyses of the possible steps and ways how to simplify this process. (C) 2014 The Authors. Published by Elsevier B. V.
引用
收藏
页码:1073 / 1081
页数:9
相关论文
共 15 条
[1]  
Blignaut Pieter., 2013, Eye_Tracking_South_Africa, P39, DOI DOI 10.1145/2509315.2509321
[2]  
Brolly X.L. C., 2004, Proc. of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW'04), V8, P134, DOI DOI 10.1109/CVPR.2004.92
[3]   An analysis of the dependence of saccadic latency on target position and target characteristics in human subjects [J].
Darrien, Jennifer H. ;
Herd, Katrina ;
Starling, Lisa-Jo ;
Rosenberg, Jay R. ;
Morrison, James D. .
BMC NEUROSCIENCE, 2001, 2 (1)
[4]   A breadth-first survey of eye-tracking applications [J].
Duchowski, AT .
BEHAVIOR RESEARCH METHODS INSTRUMENTS & COMPUTERS, 2002, 34 (04) :455-470
[5]   A neural network for 3D gaze recording with binocular eye trackers [J].
Essig, Kai ;
Pomplun, Marc ;
Ritter, Helge .
INTERNATIONAL JOURNAL OF PARALLEL EMERGENT AND DISTRIBUTED SYSTEMS, 2006, 21 (02) :79-95
[6]  
Huey E., 1908, PSYCHOL PEDAGOGY REA
[8]  
Martinez F, 2012, IEEE IMAGE PROC, P1961, DOI 10.1109/ICIP.2012.6467271
[9]   Eye gaze tracking techniques for interactive applications [J].
Morimoto, CH ;
Mimica, MRM .
COMPUTER VISION AND IMAGE UNDERSTANDING, 2005, 98 (01) :4-24
[10]   A wearable gaze tracking system for children in unconstrained environments [J].
Noris, Basilio ;
Keller, Jean-Baptiste ;
Billard, Aude .
COMPUTER VISION AND IMAGE UNDERSTANDING, 2011, 115 (04) :476-486