10 October 1994 Application of functional link neural networks in free form surface reconstruction
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Proceedings Volume 2353, Intelligent Robots and Computer Vision XIII: Algorithms and Computer Vision; (1994); doi: 10.1117/12.188920
Event: Photonics for Industrial Applications, 1994, Boston, MA, United States
Abstract
This paper presents a new technique for free form surface reconstruction using functional link neural networks. A comparative study is performed between classical methods used for interpolation and the proposed ones based on neural networks. We show that the neural networks approach provides good approximation for smoothly varying surfaces, and provides better results than classical techniques when used for free form surface reconstruction.
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Moumen T. Ahmed, Aly A. Farag, "Application of functional link neural networks in free form surface reconstruction", Proc. SPIE 2353, Intelligent Robots and Computer Vision XIII: Algorithms and Computer Vision, (10 October 1994); doi: 10.1117/12.188920; https://doi.org/10.1117/12.188920
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KEYWORDS
Neural networks

Data modeling

Clouds

Neurons

3D modeling

Laser scanners

Silicon

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