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http://dx.doi.org/10.7736/KSPE.2015.32.7.633

A Study on Three-Dimensional Model Reconstruction Based on Laser-Vision Technology  

Nguyen, Huu Cuong (School of Mechanical Engineering, University of Ulsan)
Lee, Byung Ryong (School of Mechanical Engineering, University of Ulsan)
Publication Information
Abstract
In this study, we proposed a three-dimensional (3D) scanning system based on laser-vision technique and rotary mechanism for automatic 3D model reconstruction. The proposed scanning system consists of a laser projector, a camera, and a turntable. For laser-camera calibration a new and simple method was proposed. 3D point cloud data of the surface of scanned object was fully collected by integrating extracted laser profiles, which were extracted from laser stripe images, corresponding to rotary angles of the rotary mechanism. The obscured laser profile problem was also solved by adding an addition camera at another viewpoint. From collected 3D point cloud data, the 3D model of the scanned object was reconstructed based on facet-representation. The reconstructed 3D models showed effectiveness and the applicability of the proposed 3D scanning system to 3D model-based applications.
Keywords
Laser-Vision technology; 3D model reconstruction; Laser-Camera calibration; Rotary mechanism; Point cloud data;
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Times Cited By KSCI : 2  (Citation Analysis)
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1 Qi, Y., Cai, S., and Yang, S., "3D Modeling, Codec and Protection in Digital Museum," in: Digital Media and Its Application in Museum & Heritages, Second Workshop on, Pan, Z. and Jia, J., (Eds.), IEEE, pp. 231-236, 2007.
2 Woo, W.-S. and Lee, C.-M.,"An Analytical Study on the Preheating Effect of Workpiece with Cylindrical Shape for 3-Dimensional Laser-assisted Milling," J. Korean Soc. Precis. Eng., Vol. 32, No. 2, pp.173-178, 2015.   DOI
3 Kim, K., Lee, J., Kim, H., Park, J., and Yoon, K., "Laser Scanning Technology for Ultrasonic Horn Location Compensation to Modify Nano-Size GrainM," J. Korean Soc. Precis. Eng., Vol. 31, No. 12, pp. 1121-1126, 2014.   DOI
4 Xu, H., Hu, Y., Chen, Y., Ma, Z., and Wu, D., "A Novel 3D Surface Modeling Based on Spatial Neighbor Points Coupling in Reverse Engineering," Proc. of the International Conference on Computer Design and Applications, Vol. 5, pp. 59-62, 2010.
5 James, A., Jin, H., and Sequin, C., "Interactive Inverse 3D Modeling," Computer-Aided Design and Applications, Vol. 9, No. 6, pp. 881-900, 2012.   DOI
6 Toth, T. and Zivcak, J., "A Comparison of the Outputs of 3D Scanners," Procedia Engineering, Vol. 69, pp. 393-401, 2014.   DOI
7 Nguyen, H. C., Ho, E., and Lee, B. R., "Surface Reconstruction from Multi-Views Data Sets Using Stereo Camera and Rotatable Mechanism," Proc. of the International Conference on Mechatronics Technology, pp. 142-145, 2013.
8 Levine, M. D. and Yu, Y. C., "State-of-the-Art of 3D Facial Reconstruction Methods for Face Recognition Based on a Single 2D Training Image Per Person," Pattern Recognition Letters, Vol. 30, No. 10, pp. 908-913, 2009.   DOI
9 Nelson, T. R. and Pretorius, D. H., "Three-Dimensional Ultrasound Imaging," Ultrasound in Medicine & Biology, Vol. 24, No. 9, pp. 1243-1270, 1998.   DOI
10 Yeom, E., Nam, K.-H., Jin, C., Paeng, D.-G., and Lee, S.-J., "3D Reconstruction of a Carotid Bifurcation from 2D Transversal Ultrasound Images," Ultrasonics, Vol. 54, No. 8, pp. 2184-2192, 2014.   DOI
11 Milien, M., Renault-Spilmont, A.-S., Cookson, S. J., Sarrazin, A., and Verdeil, J.-L., "Visualization of the 3D Structure of the Graft Union of Grapevine Using X-Ray Tomography," Scientia Horticulturae, Vol. 144, pp. 130-140, 2012.   DOI
12 Petkovic, T., Homan, R., and Loncaric, S., "Real-Time 3D Position Reconstruction of Guidewire for Monoplane X-Ray," Computerized Medical Imaging and Graphics, Vol. 38, No. 3, pp. 211-223, 2014.   DOI
13 Ruther, H., Chazan, M., Schroeder, R., Neeser, R., Held, C., et al., "Laser Scanning for Conservation and Research of African Cultural Heritage Sites: The Case Study of Wonderwerk Cave, South Africa," Journal of Archaeological Science, Vol. 36, No. 9, pp. 1847-1856, 2009.   DOI
14 Yang, X., Strahler, A. H., Schaaf, C. B., Jupp, D. L., Yao, T., et al., "Three-Dimensional Forest Reconstruction and Structural Parameter Retrievals Using a Terrestrial Full-Waveform Lidar Instrument ($Echidna^{(R)}$)," Remote Sensing of Environment, Vol. 135, pp. 36-51, 2013.   DOI
15 Sun, J., Zhang, J., Liu, Z., and Zhang, G., "A Vision Measurement Model of Laser Displacement Sensor and Its Calibration Method," Optics and Lasers in Engineering, Vol. 51, No. 12, pp. 1344-1352, 2013.   DOI
16 Photonfocus, "DR1-D1312(IE)-200-G2-8," http://www.photonfocus.com/products/camerafinder/camera/-?no_cache=1&prid=59 (Accessed 10 June 2015)
17 Zhang, J. and Djordjevich, A., "Study on Laser Stripe Sensor," Sensors and Actuators A: Physical, Vol. 72, No. 3, pp. 224-228, 1999.   DOI
18 Xu, D., Wang, L., Tu, Z., and Tan, M., "Hybrid Visual Servoing Control For Robotic Arc Welding Based on Structured Light Vision," Acta Automatica Sinica, Vol. 31, No. 4, pp. 596-605, 2005.
19 Niola, V., Rossi, C., Savino, S., and Strano, S., "A Method for the Calibration of a 3-D Laser Scanner," Robotics and Computer-Integrated Manufacturing, Vol. 27, No. 2, pp. 479-484, 2011.   DOI
20 Usamentiaga, R., Molleda, J., and Garcia, D. F., "Fast and Robust Laser Stripe Extraction for 3D Reconstruction in Industrial Environments," Machine Vision and Applications, Vol. 23, No. 1, pp. 179-196, 2012.   DOI
21 Jin, Y., Zhang, L., Wu, C., and Zhu, Z., "Detection of 3D Curve for Shoe Sole Spraying Based on Laser Triangulation Measurement," in: IEEE International Conference on Automation and Logistics, IEEE, pp. 865-868, 2009.
22 Sung, K., Lee, H., Choi, Y., and Rhee, S., "Development of a Multiline Laser Vision Sensor for Joint Tracking in Welding," The Welding Journal, Vol. 4, pp. 79-85, 2009.