Khan, Usman; Terchi, Abdelaziz; Lim, Sungwoo; Wright, David and Qin, Sheng-Feng
(2006).
| URL: | http://link.springer.com/chapter/10.1007/11893257_... |
|---|---|
| DOI (Digital Object Identifier) Link: | https://doi.org/10.1007/11893257_73 |
| Google Scholar: | Look up in Google Scholar |
Abstract
A novel intelligent approach into 3D freeform surface reconstruction from planar sketches is proposed. A multilayer perceptron (MLP) neural network is employed to induce 3D freeform surfaces from planar freehand curves. Planar curves were used to represent the boundaries of a freeform surface patch. The curves were varied iteratively and sampled to produce training data to train and test the neural network. The obtained results demonstrate that the network successfully learned the inverse-projection map and correctly inferred the respective surfaces from fresh curves.
| Item Type: | Conference or Workshop Item |
|---|---|
| Copyright Holders: | 2006 Springer-Verlag Berlin Heidelberg |
| ISBN: | 3-540-46481-6, 978-3-540-46481-5 |
| ISSN: | 0302-9743 |
| Extra Information: | Lecture Notes in Computer Science, Vol. 4233
Theoretical Computer Science and General Issues Editors: Irwin King, Jun Wang, Lai-Wan Chan, DeLiang Wang |
| Keywords: | neural networks; freeform surfaces; sketch-based interfaces |
| Academic Unit/School: | Faculty of Science, Technology, Engineering and Mathematics (STEM) > Physical Sciences Faculty of Science, Technology, Engineering and Mathematics (STEM) |
| Research Group: | Design and Innovation Space |
| Related URLs: | |
| Item ID: | 37877 |
| Depositing User: | Sungwoo Lim |
| Date Deposited: | 14 Oct 2013 11:26 |
| Last Modified: | 07 Dec 2018 10:16 |
| URI: | http://oro.open.ac.uk/id/eprint/37877 |
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