Usage of artificial neural networks method for image enhancement of reconstructed image in digital holography

Gülhan USTABAŞ KAYA, Zehra SARAÇ

Abstract


The aim of paper is to use an artificial neural network approach for enhancement of three dimensional image reconstructed in digital holography. An artificial neural network method based on Gerchberg-Saxton algorithm is implemented to reduce the noise and increase the brightness of this image. The results of proposed method have been presented by a relative error. In addition, these relative error figures are supported with error histogram obtained from MATLAB neural network fitting toolbox.

Keywords


Digital holography, Artificial neural network, Gerchberg-Saxton algorithm, image enhancement

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DOI: http://dx.doi.org/10.7212%2Fzkufbd.v8i2.1186

© 2011 Karaelmas Fen ve Mühendislik Dergisi