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All Journal Majalah Ilmiah Teknologi Elektro TELKOMNIKA (Telecommunication Computing Electronics and Control) Jurnal Media Elektro : Journal of Electrical Power, Informatics, Telecommunication, Electronics, Computer and Control System Indonesian Journal of Electrical Engineering and Computer Science Jurnal Lembaga Pengabdian Kepada Masyarakat Undana RENATA Jurnal Pengabdian Masyarakat Kita Semua Majalah Ilmiah Teknologi Elektro Jurnal SINTA: Sistem Informasi dan Teknologi Komputasi Journal of Applied Research In Computer Science and Information Systems
Silvester Tena
Teknik Elektro, Universitas Nusa Cendana, Indonesia
Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Health Professions Industrial & Manufacturing Engineering Social Sciences Other

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Journal : Majalah Ilmiah Teknologi Elektro

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IMAGE ENHANCEMENT MENGGGUNAKAN METODE LINEAR FILTERING DAN STATIONARY WAVELET TRANSFORM Silvester Tena
Jurnal Teknologi Elektro Vol 8 No 2 (2009): (July - December) Majalah Ilmiah Teknologi Elektro
Publisher : Universitas Udayana

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Abstract

The aim of the research is image enhancement using the linear filtering and the Stationary Wavelet Transform (SWT) method. The linear filtering method using in this research is median filter, low pass filter and wiener filter and the SWT method using wavelet haar/db1. The Noise as input for source image is salt&pepper and gaussian. The quality of image enhancement determined by qualitative and quantitative assesments. Quantitative performance of the method can be measured by MSE and PSNR. The research shows that ever greater of  the noise density cause the value of MSE uphill progressively but the value of PSNR decrease progressively. The qualitative assessment depend on the everyone perception to the image enhancement. The result obtained shows that the SWT method better than linear filtering method.
Co-Authors Beby H. A. Manafe Beby H.A. Manafe Brian J. Mooy Dominikus, Wara Sabon Dwiandiyanta, Bernadectus Yudi Galla, Wellem Fridz Gregorius Klau Halla, Maria Arnoldia Hendrik J. Djahi Hendro FJ Lami Herry Zadrak Kotta I Wayan Sukarjita Igi Ardiyanto Johanis F.M Bowakh Kalvein Rantelobo Manafe, Beby H. A. Melzando L. F Tari Muhammad Khoiruddin Mulki Indana Zulfa, Mulki Indana Ndoloe, Welmy M Nursalim Nursalim Nursalim Nursalim Rizkiono, Sampurna Dadi Rudy Hartanto Sampeallo, Agusthinus S Samy Y. Doo Sarlince O. Manu Seyk, Madeleine Nizara Stephanie I. Pella Sudirman Syam Syahrul Syahrul Tari, Melzando L. F Tulit Ina, Wenefrida Varly M Ndolu Welmy M. Ndoloe Wenefrida T Ina Yoga Arya Setyadi