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All Journal IAES International Journal of Artificial Intelligence (IJ-AI) Jurnal Informatika dan Teknik Elektro Terapan JOIV : International Journal on Informatics Visualization Jurnal TIKOMSIN (Teknologi Informasi dan Komunikasi Sinar Nusantara) Jurnal Teknik Informatika (JUTIF) BIOS : Jurnal Teknologi Informasi dan Rekayasa Komputer Malcom: Indonesian Journal of Machine Learning and Computer Science Adopsi Teknologi dan Sistem Informasi Journal of Student Research Exploration Pengabdian Kepada Masyarakat Bidang Teknologi dan Sistem Informasi Kreatif Teknologi dan SIstem Informasi Jurnal Ilmiah Sistem Informasi Jurnal Computer and Technology
Masa, Amin Padmo Azam
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Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Electrical & Electronics Engineering Engineering

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Journal : JOIV : International Journal on Informatics Visualization

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Comparison of Noise Using Reduction Method for Repairing Digital Image Masa, Amin Padmo Azam; Fajri, Muhamad Mushfa Hikmatal; Septiarini, Anindita; Winarno, Edy
JOIV : International Journal on Informatics Visualization Vol 8, No 4 (2024)
Publisher : Society of Visual Informatics

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62527/joiv.8.4.2032

Abstract

Digital images are used to become a visual bridge of information. The information data must be precise so that the information can be adequately conveyed, but in the process, digital images sometimes experience a change in quality. One of the causes of this change is noise, where the image affected by noise is of poor quality, so misinformation can occur. This problem can be solved using filtering methods, but there are so many filtering methods. In this study, five filtering methods were used, including the Gaussian filter, mean filter, median filter, wiener filter, and conservative filter, to be compared with two types of noise, such as salt and pepper and speckle, so that the best method for noise reduction in digital images is known based on the criteria that have been set determined. The research results were determined based on the value of the measurement parameters Mean Square Error (MSE) and Peak Signal-to-Noise Ratio (PSNR). The results show that the conservative method is the best based on the parameter values of MSE 3.21 and PSNR = 37.99. However, when viewed visually, the median method is superior for reducing noise in digital images that have been carried out. The results of the research can be used as information to develop future research, especially in the field of digital image processing.
Co-Authors Adiningrum , Maheswari Al-Azhimah, Nur Inayah Alhabsy, Said Nabil Hasan Alifia, Shafa Nur Aljidannur, Andi Muhammad Rivaldy Alviana, Kurnia Amal , Fakhmul Amin, Dhestyara Alivia Andika, Arya Bhima Anindita Septiarini, Anindita Antara, Alecia Maharani Ektya Arviani, Syilla Astuti, Dea Cahyaningrum Indra Astuti, Eka Desi Puji Bayu Setiawan Dengen , Helen Amalia Edy Winarno Enjellita , Rissa Fachreiza, Muhammad Fadillah, M. Rezieq Fahlevy, Muhammad Novil Fahriza, Ridho Fajri, Muhamad Mushfa Hikmatal Falah, Muhammad Akmal Fathurendra, Argya Faza, Muhammad Reyno Fitri , Anisa Ginting, Stephanie Elfriede Hadianto , Mohammed Noeno Hairah, Ummul Hairunnisa, Namira Aida Hamdani Hamdani Ibrahim, Muhammad Rivani Indra Maulana, Indra IRWANSYAH Islamiyah Jumanto Jumanto, Jumanto Jundiliah, Muhammad Labib Jundillah , Muhammad Labib Jundillah, Muhammad Labib Kamila, Vina Zahrotun Karinda , Siti Solikah Yosi Lawi, Bella Theressa Lintang, Irendra Madani, Mohammad Ichsan Mulia, Amalia Budiana Nasrullah, Ryanda Putra Nurwahyu, Ferryza Padoran , Jenita Nice Pasangkin, Jharmiyanto Kurnia Pasorong, Hillary Bella Pinadekso, Achmadin Suryo Prafanto, Anton Pramudita, Nindya Prasetyo, Muhammad Eko Pratama , Rifki Pratama, Rifki Pratidina, Ummi Pratini, Hesti Purwanti, Hani Puspitasari, Novianti Putut Pamilih Widagdo, Putut Pamilih Rabbani, Zaki Fauzan Ramadhan , Riendra Zanneti Ramadhana Ramadhani, Alya Rizqi Ramadiani Rapiq, Rayhan Abdilah Ridho , Abdillah Nur Ridho, Abdillah Nur Riswanti, Nita Rizky Chandra, Rizky Sagita, Andi Yolanda Saputra , Fadil Saputra, Fachi Aditia Saragi , Bertha Joy Rodo Sari, Syafrina Aulia Setyadi, Hario Jati Sidabutar, Erni Veronica Tejawati, Andi Ulhaq, Dhiya Verdila, Vebi Wanda, Awang Muhammad Trielevy Widagdo , Putut Pamilih Yunus, Ahmad Zahra , Aji Arinda