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Article Details

Copyright Statement: This is an open access article licensed under a Creative Commons Attribution 4.0 International License, which permits unrestricted use, distribution, and reproduction in any medium, even commercially as long as the original work is properly cited.

Medical Image Inpainting with RBF Interpolation Technique

Author 1: Mashail Alsalamah
Author 2: Saad Amin

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Digital Object Identifier (DOI) : 10.14569/IJACSA.2016.070814

Article Published in International Journal of Advanced Computer Science and Applications(IJACSA), Volume 7 Issue 8, 2016.

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Abstract: Inpainting is a method for repairing damaged images or to remove unwanted parts of an image. While this process has been performed by professional artists in the past, today, the use of this technology is emerging in the medical area – especially in the medical imaging realm. In this study, the proposed inpainting method uses a radial basis function (RBF) interpolation technique. We first explain radial basis functions and then, the RBF interpolation system. This technique generally depends on matrix processes. Thus, matrix operations are executed after the interpolation and form a main part of the process. This interpolation matrix has a known value used for interpolating n values and we need to find M – 1 for the n + 1 values of the original and inserted data. Implementation of an inpainting operation is carried out in an object-oriented programming (OOP) language. This is where the process is completed. The algorithm used in this study has a graphical user interface. Further, several skin images are used for testing this system. The obtained output represents a high level of accuracy that can support the validity of the proposed method.

Keywords: Inpainting; interpolate; texture synthesis; exemplar texture inpainting; Radial Basis Function

Mashail Alsalamah and Saad Amin, “Medical Image Inpainting with RBF Interpolation Technique” International Journal of Advanced Computer Science and Applications(IJACSA), 7(8), 2016. http://dx.doi.org/10.14569/IJACSA.2016.070814

@article{Alsalamah2016,
title = {Medical Image Inpainting with RBF Interpolation Technique},
journal = {International Journal of Advanced Computer Science and Applications},
doi = {10.14569/IJACSA.2016.070814},
url = {http://dx.doi.org/10.14569/IJACSA.2016.070814},
year = {2016},
publisher = {The Science and Information Organization},
volume = {7},
number = {8},
author = {Mashail Alsalamah and Saad Amin}
}


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