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1.西北工业大学, 陕西 西安 710072
2.中国空气动力研究与发展中心, 四川 绵阳 621000
3.华中科技大学, 材料科学与工程学院, 湖北 武汉 430074
[ "倪章松(1973-), 男, 安徽太湖人, 高级工程师, 1997年于西南科技大学获得学士学位, 2006年于国防科学技术大学获得工程硕士学位, 主要从事低速风洞试验技术研究。E-mail:nzs2000@sina.com" ]
收稿日期:2016-11-04,
录用日期:2017-1-7,
纸质出版日期:2017-07-25
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倪章松, 顾艺, 柳庆林, 等. 大视场双目立体视觉柔性标定[J]. 光学 精密工程, 2017,25(7):1882-1889.
Zhang-song NI, Yi GU, Qing-lin LIU, et al. Flexible calibration method for binocular stereo vision in large field of view[J]. Optics and precision engineering, 2017, 25(7): 1882-1889.
倪章松, 顾艺, 柳庆林, 等. 大视场双目立体视觉柔性标定[J]. 光学 精密工程, 2017,25(7):1882-1889. DOI: 10.3788/OPE.20172507.1882.
Zhang-song NI, Yi GU, Qing-lin LIU, et al. Flexible calibration method for binocular stereo vision in large field of view[J]. Optics and precision engineering, 2017, 25(7): 1882-1889. DOI: 10.3788/OPE.20172507.1882.
为了实现双目立体视觉系统大范围高精度三维测量,提出了一种大视场双目立体视觉系统柔性标定方法,该方法将系统中各相机内部参数标定与相机间的姿态标定进行分离,标定内部参数时,只需要令标靶相对于相机任意摆放至少三个姿态,对标靶上的编码标志点进行识别,根据标靶上编码标志点信息,建立各姿态下视图的对应关系,粗略计算标志点的初始三维坐标;建立多姿态下逆向投影误差最小的目标函数,采用非线性最小二乘优化获取精确的相机内部参数和标志点三维坐标;最后,建立基于双相机逆向投影误差最小的目标函数,优化得到精确的相机间姿态的外部参数。实验结果表明:当测量空间为1 200 mm×1 000 mm×1 000 mm时,立体视觉系统的测量精度优于0.1 mm,满足大范围双目立体视觉系统的高精度测量需求。
In order to achieve high-precision three-dimensional measurement for binocular stereo vision system of large scale
a flexible calibration method in large field of view was proposed
which divided the calibration method into calibrating internal parameters and external parameters. To calibrate the internal parameters
the target was required to pose at least three posture corresponding to cameras
coded target on the target should be identified
according to the information of coded mark points on the target
a corresponding relationship among bottom views under all postures was established
initial three-dimensional coordinate of code targets were roughly calculated. The objective function of minimum reverse projection error under multi-pose was established
nonlinear least squares was used to obtain accurate intrinsic parameter of camera and three-dimensional coordinate of coded mark target. Finally
based on dual-camera
the objective function of minimizing reverse projection error was established
and the accurate extrinsic parameters of pose among cameras were optimized. The experimental result shows:the measurement space is 1 200 mm×1 000 mm×1 000 mm
measurement accuracy of the binocular stereo vision system is superior to 0.1 mm
which meet the requirements of high-precision measurement for binocular stereo visual system in wide vision field.
叶声华, 邾继贵, 王仲, 等.视觉检测技术及应用.中国工程科学, 1999, 1(1):49-52, 62.
YE S H, ZHU J G, WANG ZH, et al.. Visual inspection technology and its application. Engineering Sciences, 1999, 1(1):49-52, 62. (in Chinese)
陈丁, 吕计男, 季辰, 等.双目视觉技术在高超声速颤振风洞试验中的应用.实验力学, 2015, 30(3):381-387.
CHEN D, LV J N, JI CH, et al.. Application of binocular vision measurement in hypersonic flutter wind tunnel experiment. Journal of Experimental Mechanics, 2015, 30(3):381-387. (in Chinese)
范洁川.风洞试验手册.北京:航空工业出版社, 2002.
FAN J CH. Handbook of Wind Tunnel Test. Beijing:Aviation Industry Press, 2002. (in Chinese)
王勋年.低速风洞试验.北京:国防工业出版社, 2002.
WANG X N. Experiments in Low Speed Wind Tunnel. Beijing:National Defense Industry Press, 2002. (in Chinese)
宋晋, 马军, 蒋敏, 等.基于立体视觉系统的风洞尾旋试验测量方法研究.计算机测量与控制, 2011, 19(11):2646-2648.
SONG J, MA J, JIANG M, et al.. Measurement method research of spin test in wind tunnel based on stereo vision system. Computer Measurement & Control, 2011, 19(11):2646-2648. (in Chinese)
TSAI R Y. A versatile camera calibration technique for high-accuracy 3D machine vision metrology using off-the-shelf TV cameras and lenses. IEEE Journal on Robotics and Automation, 1987, 3(4):323-344.
TSAI R Y. An efficient and accurate camera calibration technique for 3D machine vision.Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, IEEE, 1986:364-374.
ZHANG Z Y. A flexible new technique for camera calibration.IEEE Transactions on Pattern Analysis and Machine Intelligence, 2000, 22(11):1330-1334.
刘书桂, 姜珍珠, 董英华, 等.采用移动光靶标的分区域相机标定.光学 精密工程, 2014, 22(2):259-265.
LIU SH G, JIANG ZH ZH, DONG Y H, et al.. Sub-regional camera calibration based on moving light target. Opt. Precision Eng., 2014, 22(2):259-265. (in Chinese)
王向军, 卞越新, 刘峰, 等.远距离三维坐标测量中双目视觉系统结构参数的优化.光学 精密工程, 2015, 23(10):2902-2908.
WANG X J, BIAN Y X, LIU F, et al.. Optimization of structural parameters of binocular vision system in remote 3-D coordinate measurement. Opt. Precision Eng., 2015, 23(10):2902-2908. (in Chinese)
杨景豪, 刘巍, 刘阳, 等.双目立体视觉测量系统的标定.光学 精密工程, 2016, 24(2):300-308.
YANG J H, LIU W, LIU Y, et al.. Calibration of binocular vision measurement system. Opt. Precision Eng., 2016, 24(2):300-308. (in Chinese)
FAUGERAS O D, LUONG Q T, MAYBANK S J. Camera self-calibration:theory and experiments. European Conference on Computer Vision, Springer, 1992:321-334.
梁晋, 肖振中, 刘建伟, 等.大型飞机三维光学快速测量建模关键技术研究.中国机械工程, 2009, 20(6):648-651, 656.
LIANG J, XIAO ZH ZH, LIU J W, et al.. Study on the technologies of rapid three-dimensional optical measurement and modeling for large airplane. China Mechanical Engineering, 2009, 20(6):648-651, 656. (in Chinese)
孙楠, 张丽艳, 叶南, 等.基于十字靶标的双目立体测量系统标定.光学学报, 2012, 32(4):0412001.
SUN N, ZHANG L Y, YE N, et al.. Calibration of binocular stereo measurement system based on calibration cross. Acta Optica Sinica, 2012, 32(4):0412001. (in Chinese)
OTSU N.A threshold selection method from gray-level histograms. IEEE Transactions on Systems, Man, and Cybernetics, 1979, 9(1):62-66.
Optical 3D measuring systems-multiple view systems based on area scanning.VDI/VDE 2634 Blatt3, 2006. German. ICS17.040.01.
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