Effect Comparison of Some Filters on Images

Authors

  • Amal Abdaslam , Arhoma Faculty of Education_ Misrata University
  • , Nadia Ali Badish Faculty of Education_ Misrata University
  • Hager Mohamed Aborawi Faculty of Education_ Misrata University

DOI:

https://doi.org/10.37375/foej.v1i2.509

Keywords:

Linear r filter, Nonlinear filter, Low pass filter, High pass filter, Median filter, Mean filter , Max filter, Min filter, High- boost filter

Abstract

The study aims to enhance the processing of distorted digital  images  by applying   filters like Low pass filter, High pass filter, Median filter, Mean filter, Max filter, Min filter, and High-boost filter. These filters depend on the modalities of the spatial and frequency domains, which use the  method of blocking an image by window N * N.

The study has been applied to binary image, grayscale image, and color image. With using kinds of noise such as salt and pepper noise, Gaussian noise, Speckle noise, and Poisson (Shot) noise. 

Processing was applied to a set of images to ensure the efficiency of the filters. In our work, a comparison was made between the results of these filters effect on the image

References

[M Jabber, F. (2007). Images Enhancement Using Fuzzy Median-Average

Filter. basrah journal of science, 25(1), 17-31.

]2[Patidar, P., Gupta, M., Srivastava, S., & Nagawat, A. K. (2010). Image

De-noising by Various Filters for Different Noise. International Journal of

Computer Applications, 9(4), 45-50.

]3[Tsai, C. (2014). 2-D Discrete. For an MxN matrix All 1-D properties.

Digital Image Processing Lecture 9, 2014.

]4[McAndrew, A. (2004). An Introduction to Digital Image Processing with

Matlab Notes for SCM2511 Image Processing 1 Semester 1, 2004.

JSSATE Noida, imageProcessing7-FrequencyFiltering. JSS Academy of

Technical Education, CSE 15CS81 - Spring 2019.

]6[Digital Image Processing . ppt ,E-mail: ameer.alshammaa@uokufa.edu.iq

]7[Dr. Ahmed Abushaala, DIGITAL IMAGE FUNDAMENTALS, Lecture –

, Spr 2013

Published

2023-01-09

How to Cite

Arhoma, A. . A. , Badish, , . N. . A., & Aborawi, H. M. (2023). Effect Comparison of Some Filters on Images. Faculty of Education Scientific Journal, 1(2), 90–98. https://doi.org/10.37375/foej.v1i2.509

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Section

Articles