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All Journal Bulletin of Electrical Engineering and Informatics Prosiding Seminar Nasional Sains Dan Teknologi Fakultas Teknik Sistemasi: Jurnal Sistem Informasi JOIV : International Journal on Informatics Visualization Creative Information Technology Journal JIKO (Jurnal Informatika dan Komputer) JURNAL MEDIA INFORMATIKA BUDIDARMA BERDIKARI : Jurnal Inovasi dan Penerapan Ipteks bit-Tech International Journal of Artificial Intelligence and Robotics (IJAIR) Jurnal Pengabdian kepada Masyarakat Multica Science and Technology Indonesian Journal of Networking and Security - IJNS Malcom: Indonesian Journal of Machine Learning and Computer Science Kapas: Kumpulan Artikel Pengabdian Masyarakat SmartComp E-Amal: Jurnal Pengabdian Kepada Masyarakat
Joang Ipmawati
Universitas Nahdlatul Ulama Yogyakarta
Agriculture, Biological Sciences & Forestry Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Languange, Linguistic, Communication & Media Library & Information Science Physics Public Health Social Sciences Other

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Journal : Bulletin of Electrical Engineering and Informatics

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Enhancing quality measurement for visible and invisible watermarking based on M-SVD and DCT Kusnawi, Kusnawi; Ipmawati, Joang; Puji Prabowo, Dwi
Bulletin of Electrical Engineering and Informatics Vol 13, No 4: August 2024
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/eei.v13i4.7884

Abstract

This study introduces an advanced method for evaluating non-blind watermarking quality, leveraging both visible and invisible watermarking techniques grounded in principles of discrete cosine transform (DCT) and modified singular value decomposition (M-SVD). The primary focus is to refine the assessment process of watermarked images by integrating M-SVD, known for its efficacy in measuring image quality and watermarking performance. Results from the M-SVD implementation exhibit a striking resemblance to the original images. The mean squared error (MSE) values for watermarked images range from 0.0003 to 0.0168, while peak signal-to-noise ratio (PSNR) values vary between 42.52 dB and 82.72 dB. These outcomes underscore the potential of DCT and M-SVD techniques in bolstering watermarking processes, especially in invisible watermarking contexts.
Co-Authors - STMIK AMIKOM Yogyakarta, Emha Taufiq Luthfi Abdulloh, Ferian Fauzi Adelia Octora Pristi Sahida Adelia Octora Pristisahida Adha, Munirah Fatimah Aditya Wahyu Pratama Afrig Aminuddin Ahmad Asyhari Akhmad Fakhurrozi Alif Yudha Suryatama Asadulloh, Bima Pramudya Aulia, Kunni Rofiqotul Azzahro, Marissa Bledug Kusuma Diyon Saputro Elsa Virantika Feri Febria Laksana Ferry Wahyu A Hedry Aristianda Heni Pujiastuti Hikmah, Harisna I Nyoman Apraz Ramatryana Ihwan Mualana Ilham Unggara Irwan Novianto Jumanur Rohman Kusnawi Kusnawi Kusrini . Laksana, Feri Febria Lilis Kurniasari M Andika Fadhil Eka Putra M Rifki Ramdani Majid Rahardi Millaty, Marosimy Muhamad Adhitya Saputra Muhamad Nasruddin Manaf Ngulum, Mochamad Bahrul Novan Afrianto Nur Azmi Ainul Bashir NURUL FAIZAH Prasetyo Nur Hidayat Puji Prabowo, Dwi Restiadi Bayu Taruno Rifqi Syarif Nasrulloh Rio Ardiansyah Saifulloh Saifulloh Septian Rico Hernawan Taruno, Restiadi Bayu unggara, Ilham Wigar Kumara P Wimar Febrianto Yana Hendriana Yogananda, Amrina Amalia Yudho Bismo Utomo, Yudho Bismo Zulfatun Ruscitasari Zulfatun Ruscitasari Zulkhairi Zulkhairi Sofyan