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All Journal JURNAL ITENAS REKAYASA REKA ELKOMIKA TELKOMNIKA (Telecommunication Computing Electronics and Control) Bulletin of Electrical Engineering and Informatics ELKOMIKA: Jurnal Teknik Energi Elektrik, Teknik Telekomunikasi, & Teknik Elektronika TRANSISTOR Elektro dan Informatika JETT (Jurnal Elektro dan Telekomunikasi Terapan) Indonesian Journal of Electrical Engineering and Computer Science REKA ELKOMIKA: Jurnal Pengabdian kepada Masyarakat
LUCIA JAMBOLA
Institut Teknologi Nasional Bandung
Computer Science & IT Control & Systems Engineering Education Electrical & Electronics Engineering Engineering Industrial & Manufacturing Engineering

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Journal : Bulletin of Electrical Engineering and Informatics

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Digital watermarking image using three-level discrete wavelet transform under attacking noise Lita Lidyawati; Arsyad Ramadhan Darlis; Lucia Jambola; Lisa Kristiana; Rea Ramada Jayandanu
Bulletin of Electrical Engineering and Informatics Vol 11, No 1: February 2022
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/eei.v11i1.3565

Abstract

The authentication, identification, and copyright protection can be obtained by constructing the digital image watermarking technique. Watermark robustness and imperceptibility account for the capability of the hidden watermark to survive the manipulation. The proposed paper is a robust algorithm for digital image watermarking with 3-level discrete wavelet transform (DWT) with some attacks method. The 3-level DWT method was used constants α=0.01 and 0.03 as a function of how depth the watermark inserts to the host image in the insertion and extraction process. The algorithm was evaluated using 8 bits per pixel (bpp) grayscale, 1024x1024 pixels for the host image, and 256x256 pixels for the watermark image. The method is also implemented some experimental with attacks such as gaussian, salt and pepper, blurring, and compression. The algorithm is relatively acceptable of good quality, achieves low-value mean squared error (MSE), high peak signals to noise ratio (PSNR), and structural similarity index metric (SSIM) value approach to 1. It is found that the highest image quality measurements by using α=0.03 with the attacking method of salt and pepper yield MSE=0.01, PSNR=45.6 dB and SSIM=0.95, respectively. 
Co-Authors Adisty Hanny Asri ADITYA, MUHAMMAD ILHAM Aloysius Adya Pramudita ARSYAD RAMADHAN DARLIS Cahaya Ramadhan EKARIANI PRATIVI Fauziah, Dini FITRIA DEWI ADRIANI HUSAENI, DZIKRI FACHRI KRISTIANA, LISA LITA LIDYAWATI NUGRAHA YURANDI NURUL WULANDARI POERNOMO TRISAPTO pribadi, aditya arif RATNA SUSANA Rea Ramada Jayandanu REZA WIBISANA RIZKI AL AKHSAN RIZKI HADIANSYAH, RIZKI ROVAN NUGRAHA Tedi Hadyansyah Yosi Wismaya ZUL RAMADHAN