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Edy Susanto
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MEDICAL IMAGE COMPRESSION USING HYBRID METHOD OF SINGULAR VALUE DECOMPOSITION (SVD) AND DISCRETE WAVELET TRANSFORM (DWT) TO INCREASE ITS EFICIENCY OF SAVING AND TRANSMITION Subinarto Subinarto; Edy Susanto; Nina Indriyawati
Jurnal LINK Vol 12, No 2 (2016): November 2016
Publisher : Pusat Penelitian dan Pengabdian kepada Masyarakat, Poltekkes Kemenkes Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (763.963 KB) | DOI: 10.31983/link.v12i2.1386

Abstract

This study aim was to increase the compression ratio and find out how much memory could be saved but also maintaining the quality of the image. The study was quantitative-analytic used samples of simple random sampling. Singular Value Decomposition algorithm (SVD) is a mathematical method to decipher a single matrix by compressing into three smaller matrices of the same size by reducing the data in columns and rows. while Discrete Wavelet Transform (DWT) is excellent in image energy concentrated on a small group of coefficients. It could also provide a combination of information about the frequency and scale resulting in a more accurate image reconstruction. Incorporation of these methods a compression system was lossy compression. The results of the compression process were carried out by compression rate calculation and MSSIM. The results of the study showed that compression system using a combination of SVD –DWT had a good performance. At Threshold_T = 15 and rank criteria _K = 4 generated the compression rate of 15.04% - 39.67%, or an average = 29.35% and MSSIM between 0.99 51,847 to 0.99 94 172 or average = 0.996219 with status almost close to 1, which mean the image of the original image compression and it could not be distinguished visual, it saved memory about 29.81%. It was better than DWT method tested in the same case with the result of the compression rate 28.85%.
Co-Authors A. Fadlilah Adi Asmara Aditia Aulia Adityo Birowo Akmal Dzaky Adhynata Akmal Riza Firjatullah Al Kurnia, Dyanovita Alfian Adi Atma Alif Tegar Galih Khalefi Alvionita Dairo Lende Amor Sofandi Aprilliant Anista Arif Arya Arya Bayu Sayeti Asfahani Asfahani Asri Ady Bakri Assyeh Annasrul Majid Asti Putri Kartiwi Ayu Miranti Kusumaningrum Bambang Widjanarko Susilo Benny Cuaca bogy restu ilahi Charles Charles Christian Hendro Setiawan Denya Saputri DenyaSaputri Devan Adika Prasetya Dwi Rochmayanti Edo Stanzah Edy Susena Eko Dewantoro Eri Hartanto Farros Fadhlillah Febryantahanuji Febryantahanuji Fiddinillah Fiddinillah Foezy Imroatul Awaliyah Frestiany Regina Putri Galuh Aditya Galuh Aninditiyah Gatot Murti Wibowo Hadi Wahyudi Hasani, Rofiabul Hermawansa Hermawansa Hery Widijanto Hotdian Sinambela Husni Ramhadan I Putu Adi Susanta Ian Arbatona Inawaty sidabalok Iswari Septiana Nindi Wulandari Ivan Ardiansyah Jihan Azzahra Diovant Joshua Christian Marpaung Joshua Christian Marpaung5 Kevin kevin Kirana Ikhtiari Lady Antira Lestariningsih Loso Judijanto M. Reza Oktananda M.F Amin Manatap Dolok Lauro, Manatap Dolok Marhamah . Marhamah Marhamah Marscelino Virgi Pratama May Fatul Uul Qoriah Meri Andaria Mesterjon Metria Riza Sativa Muhammad Azhar Nurbahtiar Muhammad Ridwan Muhammad Rizky Fatahillah Mursalim Laekkeng Mursalim Mursalim Nadilla Putri Melisa Nanik Qosidah Niken Haq Nina Indriyawati Novita Sri Wulandari Novriza Wahyu Ardiansyah Nurinayah Jimad Nurul Badriyah Pamela Mikaresti Prayoga Dwi Cahyo Sutomo Putra Putri Milanda Bainamus Qabilah Cita Kurnia Nastiti Soemarsono Rafi Iftikhar Riyanto Restu Indriani Rewang Budi Prasetyo Reyfani Amalia Reza Almasyah Pratama Rezky Eko Prasetyo Ridhwan Rosyidi Risma Nurhapsari Rismaya Nikmatul Hida Saskia Putri Rizky Adiyatma Rizky Maulan Rosari Cahyaning Rastri Sri Wahyuning Sri Wiranti Setiyanti Subinarto Subinarto Sucipto Febrianto Sulastri Sulastri Supriyo Supriyo Syaipul Amri Syamsul Arifin Syuhada Hikmatyar Rahadian Ummu Kalsum Viny Christanti M Vita Nida Sari Vivi Kumalasari, Vivi WAHYUNI Wenny Ladhunka Yoga Bismoko Aptawidiyadhana Yudha Gymnastiar Yuki Edi Saputra Yusdi, Sri Wahyuningsih Zahra Dinul Khaq Zarah Dinul Khaq