| 研究生: |
王璽傑 Si Jie Wang |
|---|---|
| 論文名稱: |
結合時序多工與空間鄰近編碼的結構光三維 掃描系統 A Structured Light 3D Scanner with the Combining of Temporal Multiplexing and Spatial Neighborhood Coding |
| 指導教授: |
陳慶瀚
Ching-han Chen |
| 口試委員: | |
| 學位類別: |
碩士 Master |
| 系所名稱: |
資訊電機學院 - 資訊工程學系 Department of Computer Science & Information Engineering |
| 論文出版年: | 2015 |
| 畢業學年度: | 104 |
| 語文別: | 中文 |
| 論文頁數: | 107 |
| 中文關鍵詞: | 結構光系統 、三維掃描 、時序多工 、空間鄰近 |
| 外文關鍵詞: | Structured Light system, 3D Scanner, Temporal Multiplexing, Spatial Neighborhood |
| 相關次數: | 點閱:8 下載:0 |
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針對同時具有銳利邊緣和平滑曲面的3D物體,傳統的結構光3D掃描的編碼方法通常不具有良好的適應性。本研究結合了空間鄰近與時序多工編碼,藉由時序相位與De Bruijn序列的整合,實現了一個高性能的3D掃描系統。此一系統具有較高的3D掃描精確度和執行效率。實驗結果顯示,對於複雜物體表面的3D掃描,我們的方法所得到的3D模型不僅輪廓精密度較高,而且當物體表面同時存在銳利與平滑曲面、陰影及反射所造成的表面雜訊,本系統均可順利重建三維輪廓,表現出良好的適應性。
The coding method adopted in a conventional structured light 3D scanner generally exhibits unfavorable adaptability when processing 3D objects with sharp edges and smooth curved surfaces. In this study, a high-performance 3D scanner system was developed by combining temporal multiplexing and spatial neighborhood coding methods and integrating timing phase with De Bruijn sequences. The proposed system can accurately and efficiently execute 3D scanning. The experimental results revealed that when scanning the surface of a complex object, the proposed system produced a 3D model with highly precise profiles. When scanning the surface of objects that features sharp edges and smooth curved surfaces and noise signals caused by shadows and reflections, the system proposed in this study can effectively rebuild the 3D profile of the object and thus demonstrates excellent adaptability.
[1] T. Várady, R. R. Martin, and J. Cox, "Reverse engineering of geometric models—an introduction," Computer-Aided Design, vol. 29, pp. 255-268, 4/ 1997.
[2] D. Marr and T. Poggio, "A Computational Theory of Human Stereo Vision," Proceedings of the Royal Society of London B: Biological Sciences, vol. 204, pp. 301-328, 1979.
[3] I. Moring, T. Heikkinen, R. Myllyla, and A. Kilpela, "Acquisition Of Three-Dimensional Image Data By A Scanning Laser Range Finder," Optical Engineering, vol. 28, pp. 288897, 1989.
[4] J. Salvi, J. Pages, and J. Batlle, "Pattern codification strategies in structured light systems," Pattern Recognition, vol. 37, pp. 827-849, 2004.
[5] J. Salvi, S. Fernandez, T. Pribanic, and X. Llado, "A state of the art in structured light patterns for surface profilometry," Pattern Recognition, vol. 43, pp. 2666-2680, 8/ 2010.
[6] Z. Peng and N. Guo-Qiang, "Simultaneous perimeter measurement for 3D object with a binocular stereo vision measurement system," Optics and Lasers in Engineering, vol. 48, pp. 505-511, 4/ 2010.
[7] D. Scharstein and R. Szeliski, "A Taxonomy and Evaluation of Dense Two-Frame Stereo Correspondence Algorithms," International Journal of Computer Vision, vol. 47, pp. 7-42, 04/01 2002.
[8] R. Lange and P. Seitz, "Solid-state time-of-flight range camera," Quantum Electronics, IEEE Journal of, vol. 37, pp. 390-397, 2001.
[9] S. Zhang, "Recent progresses on real-time 3D shape measurement using digital fringe projection techniques," Optics and Lasers in Engineering, vol. 48, pp. 149-158, 2/ 2010.
[10] C. Wust and D. Capson, "Surface profile measurement using color fringe projection," Machine Vision and Applications, vol. 4, pp. 193-203, 06/01 1991.
[11] B. Carrihill and R. Hummel, "Experiments with the intensity ratio depth sensor," Computer Vision, Graphics, and Image Processing, vol. 32, pp. 337-358, 12/01 1985.
[12] J. Salvi, J. Batlle, and E. Mouaddib, "A robust-coded pattern projection for dynamic 3D scene measurement," Pattern Recognition Letters, vol. 19, pp. 1055-1065, 9/ 1998.
[13] R. A. Morano, C. Ozturk, R. Conn, S. Dubin, S. Zietz, and J. Nissano, "Structured light using pseudorandom codes," Pattern Analysis and Machine Intelligence, IEEE Transactions on, vol. 20, pp. 322-327, 1998.
[14] J. Pagès, J. Salvi, C. Collewet, and J. Forest, "Optimised De Bruijn patterns for one-shot shape acquisition," Image and Vision Computing, vol. 23, pp. 707-720, 8/1/ 2005.
[15] J. L. Posdamer and M. D. Altschuler, "Surface measurement by space-encoded projected beam systems," Computer Graphics and Image Processing, vol. 18, pp. 1-17, 01/01 1982.
[16] K. Hibino, B. F. Oreb, D. I. Farrant, and K. G. Larkin, "Phase-shifting algorithms for nonlinear and spatially nonuniform phase shifts," Journal of the Optical Society of America A, vol. 14, pp. 918-930, 04/01 1997.
[17] M. Takeda and K. Mutoh, "Fourier transform profilometry for the automatic measurement of 3-D object shapes," Applied Optics, vol. 22, pp. 3977-3982, 12/15 1983.
[18] H. Bingyao and T. Ying, "Fast 3D reconstruction using one-shot spatial structured light," in Systems, Man and Cybernetics (SMC), 2014 IEEE International Conference on, pp. 531-536 , 2014.
[19] G. Sansoni, S. Corini, S. Lazzari, R. Rodella, and F. Docchio, "Three-dimensional imaging based on Gray-code light projection: characterization of the measuring algorithm and development of a measuring system for industrial applications," Applied Optics, vol. 36, pp. 4463-4472, 07/01 1997.
[20] S. Zhang and S.-T. Yau, "Generic nonsinusoidal phase error correction for three-dimensional shape measurement using a digital video projector," Applied Optics, vol. 46, pp. 36-43, 01/01 2007.
[21] Global 3D Scanning Market. Available: http://www.technavio.com/blog/top-12-3d-scanner-manufacturers
[22] M. Bueno, L. Díaz-Vilariño, J. Martínez-Sánchez, H. González-Jorge, H. Lorenzo, and P. Arias, "Metrological evaluation of KinectFusion and its comparison with Microsoft Kinect sensor," Measurement, vol. 73, pp. 137-145, 9/ 2015.
[23] Z. Zhengyou, "Flexible camera calibration by viewing a plane from unknown orientations," in Computer Vision, 1999. The Proceedings of the Seventh IEEE International Conference on, vol.1, pp. 666-673, 1999.
[24] S. Jian, Z. Nan-Ning, and S. Heung-Yeung, "Stereo matching using belief propagation," Pattern Analysis and Machine Intelligence, IEEE Transactions on, vol. 25, pp. 787-800, 2003.
[25] Y. Ohta and T. Kanade, "Stereo by Intra- and Inter-Scanline Search Using Dynamic Programming," Pattern Analysis and Machine Intelligence, IEEE Transactions on, vol. PAMI-7, pp. 139-154, 1985.
[26] J. M. Huntley and H. Saldner, "Temporal phase-unwrapping algorithm for automated interferogram analysis," Applied Optics, vol. 32, pp. 3047-3052, 06/10 1993.
[27] R. S. Aguilar-Savén, "Business process modelling: Review and framework," International Journal of Production Economics, vol. 90, pp. 129-149, 7/28/ 2004.
[28] Z. Zhengyou, "A flexible new technique for camera calibration," Pattern Analysis and Machine Intelligence, IEEE Transactions on, vol. 22, pp. 1330-1334, 2000.
[29] A. Koutsoudis, B. Vidmar, G. Ioannakis, F. Arnaoutoglou, G. Pavlidis, and C. Chamzas, "Multi-image 3D reconstruction data evaluation," Journal of Cultural Heritage, vol. 15, pp. 73-79, 1/ 2014.
[30] J. Krzesłowski, R. Sitnik, and G. Mączkowski, "Integrated three-dimensional shape and reflection properties measurement system," Applied Optics, vol. 50, pp. 532-541, 02/01 2011.