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The Effect of Implementing of Nonlinear Filters for Enhancing Medical Images Using MATLAB


Affiliations
1 King Saud University, Trainingand Community Service Center, South Africa
2 Dept. of Computer Science, College of Science, Prince Sattam Bin Abdul-Aziz University, South Africa
3 Dept. of Computer Science, Al Neelain University College of Computer Science and Information Technology, Sudan
 

Although this huge development in medical imaging tools, we find that there are some human mistakes in the process of filming medical images, where some errors result in distortions in the image and change some medical image properties which affect the disease diagnosis correctly. Medical images are one of the fundamental images, because they are used in the most sensitive field which is a medical field. The objective of the study is to identify the effect of implement non-linear filters in enhancing medical images, using the strongest and most popular program MATLAB, and because of its advantages in image processing. After implementation the researcher concluded that we will get the best result for medical image enhancement by using median filter which is one of the non-linear filters, non-linear filters implemented using Matlab functions.

Keywords

Median Filter, Noise Reduction, Maximum Filter, Minimum Filter, Enhancement, Non-Linear Filters.
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  • The Effect of Implementing of Nonlinear Filters for Enhancing Medical Images Using MATLAB

Abstract Views: 354  |  PDF Views: 155

Authors

Mohamed Y. Adam
King Saud University, Trainingand Community Service Center, South Africa
Mozamel M. Saeed
Dept. of Computer Science, College of Science, Prince Sattam Bin Abdul-Aziz University, South Africa
Al Samani A. Ahmed
Dept. of Computer Science, Al Neelain University College of Computer Science and Information Technology, Sudan

Abstract


Although this huge development in medical imaging tools, we find that there are some human mistakes in the process of filming medical images, where some errors result in distortions in the image and change some medical image properties which affect the disease diagnosis correctly. Medical images are one of the fundamental images, because they are used in the most sensitive field which is a medical field. The objective of the study is to identify the effect of implement non-linear filters in enhancing medical images, using the strongest and most popular program MATLAB, and because of its advantages in image processing. After implementation the researcher concluded that we will get the best result for medical image enhancement by using median filter which is one of the non-linear filters, non-linear filters implemented using Matlab functions.

Keywords


Median Filter, Noise Reduction, Maximum Filter, Minimum Filter, Enhancement, Non-Linear Filters.