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http://bura.brunel.ac.uk/handle/2438/2337
Title: | 3D freeform surfaces from planar sketches using neural networks |
Authors: | Khan, U Terchi, A Lim, S Wright, D Qin, S F |
Keywords: | Neural networks;Freeform surfaces;Sketch-based interfaces |
Issue Date: | 2006 |
Publisher: | Springer |
Citation: | The 13th International Conference on Neural Information Processing, Hong Kong, 3-6 October 2006. pp. 651-660 |
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. |
URI: | http://bura.brunel.ac.uk/handle/2438/2337 |
Appears in Collections: | Design Publications Brunel Design School Research Papers |
Files in This Item:
File | Description | Size | Format | |
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3D Freeform Surfaces from Planar Sketches Using.pdf | 381.23 kB | Adobe PDF | View/Open |
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