High-resolution, real-time three-dimensional shape measurement on graphics processing unit

Optical Engineering

Volumn 53, Issue 2, 2014, Pages

  Karpinsky, Nikolaus ^a   Hoke, Morgan ^a   Chen, Vincent ^a   Zhang, Song ^a  

^a Iowa State University of Science and Technology   (United States)

Author keywords

fringe projection; multifrequency phase unwrapping; portable device; real time; structured light

Indexed keywords

FRINGE PROJECTION; PHASE UNWRAPPING; PORTABLE DEVICE; REAL-TIME; STRUCTURED LIGHT;

COMPUTER GRAPHICS; COMPUTER GRAPHICS EQUIPMENT; LAPTOP COMPUTERS; PORTABLE EQUIPMENT; PROGRAM PROCESSORS;

THREE DIMENSIONAL;

EID: 84897751112     PISSN: 00913286     EISSN: 15602303     Source Type: Journal    
DOI: 10.1117/1.OE.53.2.024105     Document Type: Article

References (44)

1. S. Zhang, D. Royer, and S.-T. Yau, "GPU-assisted high-resolution, real-time 3-D shape measurement," Opt. Express 14(20), 9120-9129 (2006). (Pubitemid 44507177)
2. K. Liu et al., "Dual-frequency pattern scheme for high-speed 3-D shape measurement," Opt. Express 18(5), 5229-5244 (2010).
3. J. Salvi, J. Pages, and J. Batlle, "Pattern codification strategies in structured light systems," Pattern Recognit. 37(4), 827-849 (2004). (Pubitemid 38301059)
4. S. Zhang and P. S. Huang, "Novel method for structured light system calibration," Opt. Eng. 45(8), 083601 (2006).
5. L. Ahrenberg et al., "Using commodity graphics hardware for realtime digital hologram view-reconstruction," J. Disp. Technol. 5(4), 111-119 (2009).
6. A. Espinosa-Romero and R. Legarda-Saenz, "GPU based real-time quadrature transform method for 3-D surface measurement and visualization," Opt. Express 19(13), 12125-12130 (2011).
7. W. Gao et al., "Real-time pipelined heterogeneous system for windowed fourier filtering and quality guided phase unwrapping algorithm using graphic processing unit," in AIP Conf. Proc., Vol. 1236, pp. 129-134 (2010).
8. J. Carpenter and T. D. Wilkinson, "Graphics processing unit-accelerated holography by simulated annealing," Opt. Eng. 49(9), 095801 (2010).
9. H. Kang et al., "Acceleration method of computing a compensated phase-added stereogram on a graphic processing unit," Appl. Opt. 47(31), 5784-5789 (2008).
10. S. Asano, T. Maruyama, and Y. Yamaguchi, "Performance comparison of FPGA, GPU and CPU in image processing," in Int. Conf. Field Programmable Logic Appl., pp. 126-131, IEEE, Prague, Czech Republic (2009).
11. W. Gao and Q. Kemao, "Parallel computing in experimental mechanics and optical measurement: a review," Opt. Lasers Eng. 50(4), 608-617 (2012).
12. S. Rusinkiewicz, O. Hall-Holt, and M. Levoy, "Real-time 3D model acquisition," in SIGGRAPH '02 Proceedings of the 29th Annual Conference on Computer Graphics and Interactive Techniques, pp. 438-446, ACM, San Antonio, TX (2002).
13. I. Ishii et al., "High-speed 3D image acquisition using coded structured light projection," in IEEE/RSJ Int. Conf. Intell. Robots Syst IROS 2007, pp. 925-930, IEEE, San Diego, CA (2007).
14. S. Zhang and S.-T. Yau, "High-resolution, real-time 3D absolute coordinate measurement based on a phase-shifting method," Opt. Express 14, 2644-2649 (2006).
15. S. Zhang, "Recent progresses on real-time 3D shape measurement using digital fringe projection techniques," Opt. Lasers Eng. 48(2), 149-158 (2010).
16. S. Lei and S. Zhang, "Flexible 3-D shape measurement using projector defocusing," Opt. Lett. 34(20), 3080-3082 (2009).
17. Y. Wang and S. Zhang, "Superfast multifrequency phase-shifting technique with optimal pulse width modulation," Opt. Express 19, 5149-5155 (2011).
18. D. C. Ghiglia and M. D. Pritt, Two-Dimensional Phase Unwrapping: Theory, Algorithms, and Software, Wiley, New York (1998).
19. K. Creath, "Phase-measurement interferometry techniques," Prog. Opt. 26(26), 349-393 (1988).
20. C. Joenathan, "Phase-measuring interferometry: new methods and error analysis," Appl. Opt. 33(19), 4147-4155 (1994).
21. Y.-Y. Cheng and J. C. Wyant, "Multiple-wavelength phase shifting interferometry," Appl. Opt. 24(6), 804-807 (1985).
22. NVIDIACUDACompute UnifiedDevice Architecture-Programming Guide, http://docs.nvidia.com/cuda/pdf/CUDA-C-Programming-Guide.pdf (2007).
23. A. Munshi et al., "The openCL specification," Khronos OpenCL Working Group, pp. l1-15, https://www.khronos.org/registry/cl/specs/opencl-2.0. pdf (2009).
24. R. J. Rost, J. M. Kessenich, and B. Lichtenbelt, Open GL: Shading Language, Addison-Wesley Professional (2004).
25. A. Munshi, Opengl es Common Profile Specification 2.0, Khronos Group, http://www.khronos.org/registry/gles/specs/2.0/es-cm-spec-2 .0.24.pdf (2007).
26. J. Fang, A. L. Varbanescu, and H. Sips, "A comprehensive performance comparison of cuda and opencl," in Int. Conf. Parallel Proces. (ICPP), pp. 216-225, IEEE, Taipei, Taiwan (2011).
27. R. Amorim et al., "Comparing cuda and opengl implementations for a Jacobi iteration," in Int. Conf. High Perform. Comput. Simul. HPCS'09, pp. 22-32, IEEE, Leipzig, Germany (2009).
28. T. I. Vassilev, "Comparison of several parallel api for cloth modelling on modern GPUs," in Proc. 11th Int. Conf. Comput. Syst. Technol. Workshop PhD Students Comput. Int. Conf. Comput. Syst. Technol., pp. 131-136, ACM, Sofia, Bulgaria (2010).
29. J. Fung and S. Mann, "Computer vision signal processing on graphics processing units," in IEEE Int. Conf. Acoust., Speech, Signal Proces. Proc. (ICASSP'04)., Vol. 5, pp. V-93, IEEE, Montreal, Canada (2004).
30. D. Shreiner et al., OpenGL Programming Guide: The Official Guide to Learning OpenGL, Versions 3.0 and 3.1, Addison-Wesley Professional, Boston, MA (2009).
31. C. E. Towers, D. P. Towers, and J. D. Jones, "Optimum frequency selection in multifrequency interferometry," Opt. Lett. 28(11), 887-889 (2003).
32. K. Creath, "Step height measurement using two-wavelength phaseshifting interferometry," Appl. Opt. 26(14), 2810-2816 (1987).
33. M. McGuire, "A fast, small-radius GPU median filter," in ShaderX6, http://www.amazon.com/ShaderX6-Rendering-Techniques-Wolfgang-Engel/dp/ 1584505443 (2008).
34. Y. Xiao, Y. Cao, and Y. Wu, "Improved algorithm for phase-to-height mapping in phase measuring profilometry," Appl. Opt. 51(8), 1149-1155 (2012).
35. Y. Villa et al., "Transformation of phase to (x,y,z)-coordinates for the calibration of a fringe projection profilometer," Opt. Laser Eng. 50(2), 256-261 (2012).
36. Y.Wen et al., "Universal calculation formula and calibration method in fourier transform profilometry," Appl. Opt. 49(34), 6563-6569 (2010).
37. R. Legarda-Sáenz, T. Bothe, and W. P. Jüptner, "Accurate procedure for the calibration of a structured light system," Opt. Eng. 43(2), 464-471 (2004).
38. F. J. Cuevas et al., "Multi-layer neural networks applied to phase and depth recovery from fringe patterns," Opt. Commun. 181(4), 239-259 (2000).
39. Z. Li et al., "Accurate calibration method for a structured light system," Opt. Eng. 47(5), 053604 (2008).
40. W. Gao, L. Wang, and Z. Hu, "Flexible method for structured light system calibration," Opt. Eng. 47(8), 083602 (2008).
41. R. Yang, S. Cheng, and Y. Chen, "Flexible and accurate implementation of a binocular structured light system," Opt. Lasers Eng. 46(5), 373-379 (2008).
42. Q. Hu et al., "Calibration of a 3-D shape measurement system," Opt. Eng. 42(2), 487-493 (2003).
43. L. Huang, P. S. K. Chua, and A. Asundi, "Least-squares calibration method for fringe projection profilometry considering camera lens distorsion," Appl. Opt. 49(9), 1539-1548 (2010).
44. Y. Xu et al., "Phase error compensation for three-dimensional shape measurement with projector defocusing," Appl. Opt. 50(17), 2572-2581 (2011).