Reconstruction and adjustment of surfaces from a 3-D point cloud

  IJCTT-book-cover
 
International Journal of Computer Trends and Technology (IJCTT)          
 
© 2016 by IJCTT Journal
Volume-37 Number-2
Year of Publication : 2016
Authors : A.Marhraoui Hsaini, A. Bouazi, A. Mahdaoui, E.H. Sbai
  10.14445/22312803/IJCTT-V37P120

MLA

A.Marhraoui Hsaini, A. Bouazi, A. Mahdaoui, E.H. Sbai "Reconstruction and adjustment of surfaces from a 3-D point cloud". International Journal of Computer Trends and Technology (IJCTT) V37(2):105-109, July 2016. ISSN:2231-2803. www.ijcttjournal.org. Published by Seventh Sense Research Group.

Abstract -
In this work, we present a 3-D reconstruction method based on the use of Bezier surfaces, combined with three-dimensional smoothing. The main idea is to generate, from a point cloud from scanning a 3-D object, a representation of surfaces from which we proceed to the 3-D reconstruction of the object in question. Then, we present the results of our method applied to some objects.

References
[1] G. Cross and A. Zisserman. Surface reconstruction from multiple views using apparent contours and surface texture. In NATO Advanced Research Workshop on Confluence of Computer Vision and Computer Graphics, Ljubljana, Slovenia, pages 25–47, 2000.
[2] L. McMillan and G. Bishop. Plenoptic modeling: Animagebased rendering system. In SIGGRAPH ’95, pages 39–46, 1995.
[3] Paul J. Besl, Active, Optical Range Imaging Sensor, Machin Vision and Application, pp. 128-152, Spring-Verlag, New York Inc, 1988.
[4] Francis J. M. Schmitt, Brian A. Barskey and Wen-Hui Du, An Adaptive Subdivision Method for Surface-Fitting from Sample Data, Dallas August 18-22, Volume 20, Number 4, 1986, pp. 189-188
[5] H. Suzuki, S. Takeuchi, T. Kanai, and F. Kimura, Subdivision Surface Fitting to a Range of Points, Proc. IEEE Pacific Graphics '99, Seoul, pp.158-168 (1999).
[6] David Roussel, Reconstruction de Courbes et des Surfaces 3D en Stéréo Acquisition, thèse, Université Paris XI Sud, 1999.
[7] Brian A. Barsky and Tony D. DeRose, The Beta2-spline: A Special Case of The Beta-spline Curve and Surface Representation, IEEE Computer Graphics and Applications, Vol. 5, N°. 9, September, 1985, pp. 46-58.
[8] A. Yvart, S. Hahmann, G. P. Bonneau, Smooth Adaptive Fitting of 3D models using hierarchical triangular splines, IEEE Shape Modeling and Applications, 2005 International Conference, pp. 13 – 22
[9] Hongwei Lin, Wei Chen, Hujun Bao, Adaptive patch-based mesh fitting for reverse engineering, ELSEVIER, Computer- Aided Design 39 (2007) 1134–1142.
[10] B. Zheng ; J. Takamatsu ; K. Ikeuchi, An Adaptive and Stable Method for Fitting Implicit Polynomial Curves and Surfaces, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2010,p 561 – 568.
[11] A. Dipanda, S. Woo, F. Marzani, J.M. Bilbault, 3-Dshape reconstruction in an active stereo vision system using genetic algorithms, PERGAMON Pattern Recognition 36 (2003) pp 2143 – 2159.
[12] Daesik Kim, Sukhan Lee, Advances in 3D Camera: Time-of- Flight vs. Active Triangulation, Springer, Intelligent Autonomous Systems 12, Volume 193 of the series Advances in Intelligent Systems and Computing 2013 pp 301-309.
[13] G. DEMENGEL, J. P. POUGET, Modèles de Bézier des Bsplines et des NURBS, ellipses, edition marketing S.A., 1998.
[14] V. Estellers, M. Scott, K. Tew , S. Soatto, Robust Poisson Surface Reconstruction, Springer, Scale Space and Variational Methods in Computer Vision, pp 525-537, 2015.
[15] M. Dörfel, B. Jüttler, and B. Simeon, Adaptive isogeometric analysis by local h-refinement with T-splines, Computer Methods in Applied Mechanics and Engineering., vol. 199, no. 5–8, pp. 264–275, 2009.
[16] Mohammad Rouhani, Angel D. Sappa , Implicit B-Spline Surface Reconstruction, IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015.
[17] D. Bommes, B. Lévy, N. Pietroni, E. Puppo, C. Silva, M. Tarini, D. Zorin, Quad-Mesh Generation and Processing: a survey, EUROGRAPHICS, Computer Graphics Forum, Volume 32, Number 6, page 51-76 – 2012
[18] Josep Forest i Collado, New methods for triangulation-based shape acquisition using laser scanners, thesis, university Girona, Department of Electronic computer and automatic, 2004.

Keywords
3-D, reconstruction, Bezier surfaces, smoothing, point cloud.