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All Journal Solah Jurnal Pembelajaran Pemberdayaan Masyarakat (JP2M) Jurnal Bimbingan Penyuluhan Islam Indo-Fintech Intellectuals: Journal of Economics and Business Jurnal Pelita Pengabdian Jurnal Pengabdian kepada Masyarakat : Kreasi Mahasiswa Manajemen Jurnal Ilmu Komputer dan Sistem Informasi Jurnal Pengabdian Masyarakat Jurnal Ilmiah Teknik Mesin & Industri (JITMI)
Fahmi Ramadhan, Fahmi
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Religion Aerospace Engineering Agriculture, Biological Sciences & Forestry Arts Humanities Astronomy Civil Engineering, Building, Construction & Architecture Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Industrial & Manufacturing Engineering Library & Information Science Mechanical Engineering Social Sciences

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Journal : Jurnal Ilmu Komputer dan Sistem Informasi

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Implementasi dan Analisi Image Scalling Menggunakan Bilinier Interpolation pada Citra Kendaraan Ramadhan, Fahmi
Jurnal Ilmu Komputer dan Sistem Informasi Vol. 4 No. 3 (2025): September 2025
Publisher : LKP Unity Academy

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70340/jirsi.v4i3.235

Abstract

Digital image processing is an essential area in computer science, particularly in manipulating and transforming images for analysis and visualization purposes. One of the fundamental techniques is image scaling, which involves enlarging or reducing the dimensions of an imageThe tests indicate that extreme downscaling leads to a significant decrease in image quality, reflected by lower PSNR and higher MSE. In contrast, moderate upscaling tends to preserve more visual quality, although it cannot enhance image details beyond the original resolution. In conclusion, the bilinear interpolation method can be effectively applied for image scaling in light to moderate scenarios. The evaluation using PSNR and MSE provides a clear quantitative insight into image degradation caused by scaling. This application can serve as a foundation for further development in image processing systems, such as object detection, vehicle classification, or visual surveillance systems.
Co-Authors Ahmad Syarifuddin Anwar, M. Saiful Dita Roosemella Paramadina Fatahillah, Ahmad Iqbal Fauzi Nur Ilahi Fuadi, Agus Galih, Widya Sastri Hamdan Harahap, Renaldy Hartanto, Nuruddin Hasibuan, Chalis Fajri ILHAM FAUZI Ilmi, Moch. Alfi Nur Muhammad Syarif Abdillah, Muhammad Syarif Nur Wulan, Nur Nurdiansyah, M. Fajar Pradifta, Rayi Mifta Pratama, Gilang Anugrah Pratama, Zikri Juanda Putra, Ary Hutama Putri, Innes Septya Setyawan, Wisnu Sitorus, Dicky Andreas Sulastry Pardede Sutrisno, Sutrisno Tania, Firda Fikra Triani, Fida Wahyu Pratama Wahyu Wirjawan, Tri