JOURNAL ARTICLE

Perbandingan Algoritma Contraharmonic Mean Filter dan Arithmetic Mean Filter untuk Mereduksi Exponential Noise

Mhd. FurqanSriani SrianiYuli Kartika Siregar

Year: 2020 Journal:   JISKA (Jurnal Informatika Sunan Kalijaga) Vol: 5 (2)Pages: 107-115   Publisher: Pusat Layanan Difabel

Abstract

Noise in the image caused a decrease in image quality, so that the image will look dirty and spots appear on the resulting image. Noise also results in reduced information on the resulting image so that noise limits valuable information when image analysis is performed. Filtering technique is one way to overcome noise. The filtering technique used in this study is using the Contraharmonic Mean Filter algorithm and the Arithmetic Mean Filter algorithm with the type of noise used to reduce the Exponential Noise. The results of the two algorithms show that the Arithmetic Mean Filter algorithm is a better algorithm to reduce the Exponential Noise compared to the Contraharmonic Mean Filter algorithm which is proven based on the value of MSE (Mean Square Error) and PSNR (Peak Signal-to-Noise Ratio).

Keywords:
Median filter Noise (video) Salt-and-pepper noise Algorithm Peak signal-to-noise ratio Filter (signal processing) Mathematics Mean squared error Image noise Exponential function Filter design Computer science Artificial intelligence Image (mathematics) Computer vision Statistics Image processing

Metrics

2
Cited By
0.29
FWCI (Field Weighted Citation Impact)
15
Refs
0.63
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Computer Science and Engineering
Physical Sciences →  Computer Science →  Artificial Intelligence
Data Mining and Machine Learning Applications
Physical Sciences →  Computer Science →  Information Systems
Image and Signal Denoising Methods
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

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