DocumentCode :
3572156
Title :
Binocular initial location and extrinsic parameters real-time calculation for bionic eye system
Author :
Qingbin Wang ; Wei Zou ; Feng Zhang ; De Xu
Author_Institution :
Res. Center of Precision Sensing & Control, Inst. of Autom., Beijing, China
fYear :
2014
Firstpage :
74
Lastpage :
80
Abstract :
A simple binocular visual equipment is designed in this paper, which is mainly composed by two CCD cameras and four stepping motors. Firstly, the two cameras´ initial location is determined based on rough location by moving to the limiting position, and precise location by driving the image center aligning with fitted ellipse center. Then, the transformation matrix between coordinate systems of motion module end and the camera is calibrated with eye-in-hand calibration method, which adopts multi frame images and a method based on Levenberg-Marquardt iterative algorithm to improve its precision and robustness. Finally, the updating equations of transformation matrix between two camera´s coordinate systems are deduced with high precision and real-time property to guarantee the binocular visual system´s depth perception. The performance of the above methods is confirmed by comparative experiments.
Keywords :
CCD image sensors; biomimetics; calibration; eye; iterative methods; matrix algebra; real-time systems; robot vision; stepping motors; CCD camera; Levenberg-Marquardt iterative algorithm; binocular initial location calculation; binocular visual equipment design; binocular visual system depth perception; bionic eye system; camera coordinate system; comparative experiment; extrinsic parameter calculation; eye-in-hand calibration; fitted ellipse center alignment; image center alignment; initial camera location determination; limiting position; motion module end coordinate system; multi frame image; precise camera location; real-time calculation; rough camera location; stepping motor; transformation matrix updating equation; Cameras; Real-time systems; Switches; Eye-in-Hand system; Levenberg-Marquardt method; bionic eye; calibration; ellipse fitting; stereo vision;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Control and Automation (WCICA), 2014 11th World Congress on
Type :
conf
DOI :
10.1109/WCICA.2014.7052690
Filename :
7052690
Link To Document :
بازگشت