Digital Image Noise Reduction Application with Mean And Median Filter Method
##plugins.themes.bootstrap3.article.sidebar##
##plugins.themes.bootstrap3.article.main##
Abstract
Images such as photos and so on, for some people are memories that carry a thousand meanings. As mentioned in a word of wisdom, one word only means one word but a picture represents a thousand meanings. Even though at present, the position of the image has been shifted by moving images such as videos, it's just that the use of images as a medium for storing an event remains in a strategic position. In this study, the noise reduction method is used as an image improvement method. Based on the tests carried out, it can be concluded that Noise is an image or pixel that interferes with image quality. The higher the ProbNoise value (noise density) given, the lower the PSNR value produced and the greater the MSE value obtained,
##plugins.themes.bootstrap3.article.details##
[2] AS Irtawaty and R. Jayanti, "Implementation of Image Processing in the Analysis of Yogurt Bacterial Characteristics," JST (Journal of Science Ter., vol. 2, no. 2, 2016.
[3] I. Maulana and PN Andono, "Comparative Analysis of Adaptive Median Filters and Median Filters in Salt & Pepper Noise Reduction," CogITo Smart J., vol. 2, no. 2, 2016.
[4] A. Wedianto, HL Sari, and YS H, "COMPARATIVE ANALYSIS OF GAUSSIAN, MEAN AND MEDIAN FILTER METHODS ON NOISE REDUCTION," J. MEDIA INFOTAMA, vol. 12, no. 1, 2016.
[5] S. Aripin and H. Sunandar, "Design of Image Improvement Applications on Screenshot Results Using Linear Interpolation Methods," Information Lamp. Budi Dharma, vol. XV, 2017.
[6] O. Joshua, T. Ibiyemi, and B. Adu, “A Comprehensive Review On Various Types of Noise in Image Processing,” int. J. Sci. eng. res., vol. 10, no. November, 2019.
[7] R. Lionnie and M. Alaydrus, "Study of Image Denoising Performance Using Partial Derivative Equations," J. Teknol. Electro, vol. 11, no. 3, 2020.
[8] M. Irwansyah, "Implementation of Order-Statistic Filters for Reducing Noise in Digital Images," inf. and Technol. science., 2017.
[9] I. Imanuddin, R. Oktafian, and M. Munawir, “Image Smoothing Using the Mean Filtering Method,” JOINTECS (Journal Inf. Technol. Comput. Sci., vol. 4, no. 2, 2019.
[10] IA Pardosi and AA Lubis, "Analysis of Noise Reduction Image Quality Using Spatial Median Filters and Adaptive Fuzzy Filters Against Image Depth Variations," Indonesia. J. Inf. syst., vol. 1, no. 2, 2019.
[11] K. Khairunnisa, N. Nurkamilia, and Z. Zuraidah, "Signal-To-Noise Ratio Analysis in Audio Signals Using Convolution Techniques," J. ELTIKOM, vol. 2, no. 2, 2018.
[12] Sony Nuryadin Syarifuddin, "IMAGE FILTERING ANALYSIS WITH MEAN FILTER AND MEDIAN FILTER METHODS," Sarge. Tech. information., vol. 2, 2014.
[13] SNA Capah, SD Nasution, and RK Hondro, "Application of the Median Filter Method for Reducing Noise in Ultraviolet Imagery," J. Pelita Inform., vol. 17, no. 1, 2018.
[14] S. Sharma, H. Ravi, AV Subramanyam, and S. Emmanuel, “Anti-forensics of median filtering and contrast enhancement,” J. Vis. comm. Image Representative., vol. 66, 2020.
[15] H. AlSalman, “A Repeated Median Filtering Method for Denoising Mammogram Images,” int. J. Adv. Comput. science. app., vol. 11, no. 11, 2020.
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.