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Journal of Engineering and Applied Sciences

ISSN: Online 1818-7803
ISSN: Print 1816-949x
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Approximation of Fractal Interpolation using Artificial Neural Network

Rashad A. Al-Jawfi
Page: 1337-1340 | Received 21 Sep 2022, Published online: 21 Sep 2022

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Abstract

A new fractal interpolation method called NNA (Neural Network Algorithm) based on IFS is proposed to interpolate the self-affine signals with the expected interpolation error. Experiments on the theoretical data and real field seismic data show that the proposed interpolation schemes can not only get the expected point’s value but also get a great accuracy in reconstruction of the seismic profile, leading to a significant improvement over other trace interpolation methods.


How to cite this article:

Rashad A. Al-Jawfi. Approximation of Fractal Interpolation using Artificial Neural Network.
DOI: https://doi.org/10.36478/jeasci.2020.1337.1340
URL: https://www.makhillpublications.co/view-article/1816-949x/jeasci.2020.1337.1340