A neural network algorithm to simplify 2D meshes
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http://hdl.handle.net/10045/25298
| Title: | A neural network algorithm to simplify 2D meshes |
|---|---|
| Authors: | Martínez Pérez, Francisco M. | Oliver, Jose-Luis | Tortosa, Leandro | Vicent, Jose F. |
| Research Group/s: | Criptología y Seguridad Computacional | Arquitectura - Composición Arquitectónica (CA01) | Urbanística y Ordenación del Territorio en el Espacio Litoral |
| Center, Department or Service: | Universidad de Alicante. Departamento de Ciencia de la Computación e Inteligencia Artificial | Universidad de Alicante. Departamento de Expresión Gráfica y Cartografía |
| Keywords: | Neural networks | Self-organizing maps | Mesh simplification | GNG3D algorithm | Triangulations |
| Knowledge Area: | Ciencia de la Computación e Inteligencia Artificial | Composición Arquitectónica |
| Issue Date: | 2011 |
| Publisher: | WSEAS |
| Citation: | MARTÍNEZ, Francisco-M., et al. "A neural network algorithm to simplify 2D meshes". En: Recent Advances in Computers, Communications, Applied Social Science and Mathematics : Barcelona, Spain, September 15-17, 2011. [S.l.] : WSEAS, 2011. ISBN 978-1-61804-030-5, pp. 110-115 |
| Abstract: | In this paper we propose a neural network model to simplify and 2D meshes. This model is based on the Growing Neural Gas model and is able to simplify any mesh with different topologies and sizes. A triangulation process is included with the objective to reconstruct the mesh. This model is applied to some problems related to urban networks. |
| Sponsor: | Partially supported by UA grant number GRE10-34. |
| URI: | http://hdl.handle.net/10045/25298 |
| ISBN: | 978-1-61804-030-5 |
| Language: | eng |
| Type: | info:eu-repo/semantics/conferenceObject |
| Rights: | Copyright © 2011 WSEAS |
| Peer Review: | si |
| Appears in Collections: | INV - CSC - Comunicaciones a Congresos, Conferencias, etc. INV - CA01 - Comunicaciones a Congresos, Conferencias, etc. INV - UOTEL - Comunicaciones a Congresos, Conferencias, etc. INV - ANVIDA - Comunicaciones a Congresos, Conferencias, etc. |
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| File | Description | Size | Format | |
|---|---|---|---|---|
 2011_Martinez_etal_ICICIC.pdf | 509,54 kB | Adobe PDF | Open Preview | |
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