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Wavefront reconstruction with artificial neural networks

Authors :
Josef F. Bille
Hong Guo
Qiushi Ren
Nina Korablinova
Source :
Optics express. 14(14)
Publication Year :
2009

Abstract

In this work, a new approach, a method using artificial neural networks was applied to reconstruct the wavefront. First, the optimal structure of neural networks was found. Then, the networks were trained on both noise-free and noisy spot patterns. The results of the wavefront reconstruction with artificial neural networks were compared to those obtained through the least square fit and singular value decomposition method.

Details

ISSN :
10944087
Volume :
14
Issue :
14
Database :
OpenAIRE
Journal :
Optics express
Accession number :
edsair.doi.dedup.....3c58dfc5543cb1783f9039398a42c2ba