The growing self-organizing surface map: Improvements

Proceedings - 10th Brazilian Symposium on Neural Networks, SBRN 2008

Volumn , Issue , 2008, Pages 183-188

  DalleMole, Vilson L ^a   Araújo, Aluizio F R ^b  

^a UTFPR Universidade Federal Tecnológica do Paraná

^b FEDERAL UNIVERSITY OF PERNAMBUCO   (Brazil)

Author keywords

[No Author keywords available]

Indexed keywords

3D SPACES; ALGORITHM PERFORMANCES; LEARNING RULES; MAP MODELS; SELF-ORGANIZING; SURFACE MAPS;

THREE DIMENSIONAL; TWO DIMENSIONAL;

NEURAL NETWORKS;

EID: 58049198097     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SBRN.2008.16     Document Type: Conference Paper

References (22)

1. M. Kazhdan "Reconstruction of Solid Models from Oriented Point Set" Eurographics Symposium on Geometry Processing, 2005.
2. M. Kazhdan, M. Bolitho, and H. Hoppe "Poisson Surface Recosntruction" Eurographics Symposium on Geometry Processing, 2006.
3. J. P. Gois, T. Etiene, E. Tejada, A. Castelo, T. Ertl, and L. G. Nonato "Robust and adaptive Surface Reconstruction using partition of unity implicits" In Proceedings of XX Brasilian Symposium on Computer Graphics and Image Processing - SIBGRAPI, pp. 95-104, 2007.
4. X. Qi, M. Y. Wang, and X. Wu, "Orthogonal Least Squares in Partition of Unit Surface Reconstruction with Radial Basis Function" In Proceedings of IEEE Geometric Modeling and Imaging - GMAI'06, pp. 28-33, 2006.
5. G. Guennebaud, and M. Gross, "Algebraic Point Set Surfaces" ACM Transactions on Graphics, vol. 26, N 3, 2007.
6. T. Kohonen, "The self-organizing map" Neurocomputing, vol.21, pp.1-6, 1998.
7. M. Hoffmann, and L. Varady, "Free-form modeling surfaces for scattered data by neural networks" Journal for Geometry and Graphics, vol.2, N.1, pp.1-6, 1998.
8. J. Barhak, "Reconstruction of freeform objects with arbitrary topology from multi ran
9. ge images" Ph.D. Thesis, Mechanical Engineering Faculty, Technion, Haifa, Isarel, 2003.
10. B. Fritzke, "Growing cell structures: a self-organizing network for unsupervised and supervised learning" Neural Networks, vol.7, pp.1441-1460, 1994.
11. I. Ivrissimtzis, W. K. Jeong, and H-P. Seidel, "Using growing cell structures for surface reconstruction" In Proceedings of the Shape Modeling International, vol.3, pp.78-86, 2003.
12. I. Ivrissimtzis, W. K. Jeong, and H-P. Seidel, "Neural Meshes: Statistical learning methods in surface reconstruction" Max Plank Institut Informatik, research report MPI-I-2003-4-007, 2003.
13. S. G. Kumar, K. P. Kalra, and G. S. Dhande, "Curve and surface reconstruction from points: an approach based on self-organizing maps" Applied Soft Computing, Elsevier, vol.5, pp. 55-66, 2004.
14. C. Y. Liou, and W. P. Tai, "Conformal self-organization for continuity on a feature map" Neural Networks, vol. 12, pp. 893-905, 1999.
15. C. Y. Liou, and Y. T. Kuo, "Conformal self-organizing map for a genus-zero manifold" Visual Computer, Springer-Verlag, vol.21, pp.340-353, 2005.
16. B. Fritzke, "A growing neural gas network learns topologies" Advances in Neural Information Processing Systems vol.7, G.Tesauro, D.S. Touretsky and T. K. Leen, MIT Press, Cambridge MA, 1995.
17. R. L. M. E. do Rêgo, A. F. R. Araújo, and F. B. de Lima Neto, "Growing self-organizing maps for surface reconstruction from unstructured point clouds". Proceedings of International Joint Conference on Neural Networks, pp. 1900-1905, 2007.
18. M. Melato, B. Hammer and K. Hormann. "Neural Gas for Surface Reconstruction" Institut für Informatik - IfI Technical Report Series, Technische Universität Clausthal, Germany, 2007.
19. V. L. DalleMole, and A. F. R. Araújo, "The Growing Self-Organizing Surface Map" International Joint Conference on Neural Networks IJCNN'08, to be published.
20. T. Martinez, and K. Schulten "A Neural-gas network learns topologies" Artificial Neural Networks T. Kohonen, K. Makisara, O. Simula and J. Kangas, Elselvier Science Publishers. Amsterdan, pp 397-402, 1991.
21. H. Hoppe, "Surface Reconstruction from Unorganized Points" Master Phd Thesis, University of Washington, 1994.
22. F. Aurenhammer, and R. Klein "Voronoi diagrams handbook of computational Geometry", Chapter V, 201-290. Elsevier Science Publishing, 2000. [SFB Report F003-092, TU Graz, Austria, 1996.