A Face Matching Method Based on Biometric for Surgical Navigation System
作者： Xiaorui Fang , Xukun Shen , Yong Hu
DOI: 10.1109/ICVRV.2014.3
关键词:
摘要: Fast, accurate registration between image space and patient is the key point to surgical navigation system. In this paper, we research implement an face matching method based on biometri. Against smooth, textured feature of human face, built a proactive structured light vision system, get patient's facial cloud, proposed implemented rough cloud biometric face. By identify nose eyes in two-dimensional by Active Shape Model (ASM) which statistical information, corresponding eye principal component analysis local neighborhood three-dimensional space, thereby automatically initial matrix for those two cloud. Then complete registration, Iterative Closest Point (ICP) algorithm, achieving registration.
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07281102.pdf 参考文章(12)
S. Inokuchi, Range-imaging system for 3-D object recognition Proc. 7th Int. Conf. Patt. Recog., 1984. pp. 806- 808 ,(1984)
Marjan Trobina, M. Trobina, Error Model of a Coded-Light Range Sensor ,(2007)
TERRY M. PETERS, Image-guided surgery: From X-rays to Virtual Reality Computer Methods in Biomechanics and Biomedical Engineering. ,vol. 4, pp. 27- 57 ,(2001) , 10.1080/10255840008907997
T.F. Cootes, C.J. Taylor, D.H. Cooper, J. Graham, Active shape models—their training and application Computer Vision and Image Understanding. ,vol. 61, pp. 38- 59 ,(1995) , 10.1006/CVIU.1995.1004
P.J. Besl, Neil D. McKay, A method for registration of 3-D shapes IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 14, pp. 239- 256 ,(1992) , 10.1109/34.121791
Jiann-Der Lee, Chung-Hsien Huang, Sheng-Ta Wang, Chung-Wei Lin, Shin-Tseng Lee, Fast-MICP for frameless image-guided surgery Medical Physics. ,vol. 37, pp. 4551- 4559 ,(2010) , 10.1118/1.3470097
Robert L. Galloway, The process and development of image-guided procedures Annual Review of Biomedical Engineering. ,vol. 3, pp. 83- 108 ,(2001) , 10.1146/ANNUREV.BIOENG.3.1.83
D. Caspi, N. Kiryati, J. Shamir, Range imaging with adaptive color structured light IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 20, pp. 470- 480 ,(1998) , 10.1109/34.682177
Li Zhang, B. Curless, S.M. Seitz, Rapid shape acquisition using color structured light and multi-pass dynamic programming international symposium on 3d data processing visualization and transmission. pp. 24- 36 ,(2002) , 10.1109/TDPVT.2002.1024035
Jens Guehring, Dense 3D surface acquisition by structured light using off-the-shelf components Proceedings of SPIE. ,vol. 4309, pp. 220- 231 ,(2000) , 10.1117/12.410877