Dual-camera acquisition for accurate measurement of three-dimensional eye movements

被引:17
作者
Wibirama, Sunu [1 ]
Tungjitkusolmun, Supan [2 ]
Pintavirooj, Chuchart [2 ]
机构
[1] Univ Gadjah Mada, Fac Engn, Dept Elect Engn & Informat Technol, Yogyakarta 55281, Indonesia
[2] King Mongkuts Inst Technol, Fac Engn, Dept Elect, Ladkrabang, Thailand
关键词
direct linear transformation; video-oculography; three-dimensional eye movements tracking; SCLERAL SEARCH COIL; SYSTEM; CALIBRATION; ROTATIONS;
D O I
10.1002/tee.21845
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
080906 [电磁信息功能材料与结构]; 082806 [农业信息与电气工程];
摘要
In this paper, we suggest a new approach for accurate measurement of three-dimensional eye movements employing dual-camera acquisition. Two calibrated mini CCD cameras are used to capture two simultaneous images of one eye. Center-of-mass and template-matching algorithms are utilized to obtain two-dimensional coordinates of the center of pupil and iris striation. Instead of asking each subject to fulfill intricate calibration steps, a novel and simpler technique to solve geometric distortion is presented by utilizing direct linear transformation (DLT) algorithm which requires only one preliminary calibration procedure for each camera without changing any camera installation. The DLT algorithm is then used to extract three-dimensional coordinates of the center of the pupil and iris striation from prior two-dimensional coordinates, allowing the three-dimensional angular positions of the eye to be computed. Real-time eyeball visualization based on tracking results is incorporated to help clinicians diagnose eye movements. Experimental results show that our system has high accuracy, as the average errors in the horizontal, vertical, and torsional angular positions were confined to 0.15 degrees, 0.14 degrees, and 0.20 degrees, respectively. Real-time implementation demonstrates that our system can be used in clinical routines to observe either voluntary or involuntary human eye movements. (c) 2013 Institute of Electrical Engineers of Japan. Published by John Wiley & Sons, Inc.
引用
收藏
页码:238 / 246
页数:9
相关论文
共 26 条
[1]
Abdel-Aziz YI, 1971, P S CLOS RANG PHOT, P1, DOI [DOI 10.1080/10671188.1967.10616517, DOI 10.14358/PERS.81.2.103]
[2]
[Anonymous], 2005, GML C CAMERA CALIBRA
[3]
[Anonymous], 2013, Learning OpenCV: Computer Vision in C++ with the OpenCVLibrary
[4]
Measuring and tracking eye movements of a behaving archer fish by real-time stereo vision [J].
Ben-Simon, Avi ;
Ben-Shahar, Ohad ;
Segev, Ronen .
JOURNAL OF NEUROSCIENCE METHODS, 2009, 184 (02) :235-243
[5]
Comparison of A-scan and MRI for the measurement of axial length in silicone oil-filled eyes [J].
Bencic, G. ;
Vatavuk, Z. ;
Marotti, M. ;
Loncar, V. L. ;
Petric, I. ;
Andrijevic-Derk, B. ;
Skunca, J. ;
Mandic, Z. .
BRITISH JOURNAL OF OPHTHALMOLOGY, 2009, 93 (04) :502-505
[6]
BROWN DC, 1971, PHOTOGRAMM ENG, V37, P855
[7]
AN INVESTIGATION ON THE ACCURACY OF 3-DIMENSIONAL SPACE RECONSTRUCTION USING THE DIRECT LINEAR TRANSFORMATION TECHNIQUE [J].
CHEN, L ;
ARMSTRONG, CW ;
RAFTOPOULOS, DD .
JOURNAL OF BIOMECHANICS, 1994, 27 (04) :493-500
[8]
Collewijn H., 1985, EXPT BRAIN RES, V59, P1432
[9]
OCULAR COUNTERROLLING AS AN INDICATOR OF VESTIBULAR OTOLITH FUNCTION [J].
DIAMOND, SG ;
MARKHAM, CH .
NEUROLOGY, 1983, 33 (11) :1460-1469
[10]
Dix MR, 1952, AMA ARCH OTOLARYNGOL, V56, P341