• Acta Optica Sinica
  • Vol. 31, Issue 4, 415001 (2011)
Tian Zhen*, Zhang Qi, Xiong Jiulong, and Wang Guochao
Author Affiliations
  • [in Chinese]
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    DOI: 10.3788/aos201131.0415001 Cite this Article Set citation alerts
    Tian Zhen, Zhang Qi, Xiong Jiulong, Wang Guochao. Large-Scale Camera Calibration with Neural Network[J]. Acta Optica Sinica, 2011, 31(4): 415001 Copy Citation Text show less
    References

    [1] Ge Baozhen, Li Xiaojie, Qiu Shi. Camera lens distortion correction based on coplanar point direct linear transformation[J]. Chinese J. Lasers, 2010, 37(2): 488~494

    [2] R. Y. Tsai. A versatile camera calibration technique for high-accuracy 3D machine vision metrology using off-shelf TV cameras and lenses[J]. IEEE J. Robotics and Automation,1987, 3(4): 322~344

    [3] Mao Xianfu, Su Xianyu, Liu Yuankun et al.. Analysis on optical coordinate measurement based on phase target[J]. Acta Optica Sinica, 2009, 29(9): 2452~2457

    [4] Sun Junhua, Liu Zhen, Zhang Guangjun et al.. Camera calibration based on flexible 3D target[J]. Acta Optica Sinica, 2009, 29(12): 3433~3439

    [5] Huo Ju, Yang Wei, Yang Ming. A self-calibration technique based on the geometry property of the vanish point[J]. Acta Optica Sinica, 2010, 30(2): 465~472

    [6] Zhu Jia, Li Xingfei, Xu Yingxin. Camera calibration technique based on active vision[J]. Acta Optica Sinica, 2010, 30(5): 1297~1303

    [7] J. J. Hopfield, D. W. Tank. Neural networks and physical systems with emergent collective computational abilities[J]. Proceedings of the National Academy of Sciences, 1982, 79(8): 2554~2558

    [8] D. E. Rumelhart, J. L. McClelland. Parallel Distributed Processing[M]. Cambridge: MIT Press, 1986

    [9] J. Wen, G. Schweitzer. Hybrid Calibration of CCD cameras using artificial neural nets[C]. Proc. Int Joint Conf. Neural Networks (New York), 1991, 1: 337~342

    [10] M. Lynch, C. Dagli. Backpropagation neural network for stereoscopic vision calibration[C]. SPIE, 1992, 1615: 289~298

    [11] J. Jun, C. Kim. Robust camera calibration using neural network[C]. Proceedings of the IEEE Region 10 conference, 1999, 694~697

    [12] Liu Hongjian, Luo Yi, Liu Yuncai. Variable precision camera calibration using neural network[J]. Optics and Precision Engineering, 2004, 12(4): 443~448

    [13] Zhang Guangjun. Machine Vision[M]. Beijing: Science Press, 2005. 24~27

    [14] Liu Sheng, Fu Huixuan, Wang Yuchao. Camera calibration for stereo vision based on LS-SVM[J]. Opto-Electronic Engineering, 2008, 35(10): 21~25

    [15] Shin′ichi Tamura, Masahiko Tateishi. Capabilities of a four-layered feedforward neural network: four layers versus three[J]. IEEE Transactions on Neural Networks, 1997, 8(2): 251~255

    [16] Yuan Ye, Ou Zongying, Tian Zhongxu. 3D reconstruction of stereo vision using neural networks implicit vision model[J]. J. Computer-Aided Design & Computer Graphics, 2003, 15(3): 293~296

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    Tian Zhen, Zhang Qi, Xiong Jiulong, Wang Guochao. Large-Scale Camera Calibration with Neural Network[J]. Acta Optica Sinica, 2011, 31(4): 415001
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