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All Journal International Journal of Electrical and Computer Engineering Jurnal Ilmu Komputer dan Informasi Jurnal Teknik ITS Jurnal Buana Informatika TELKOMNIKA (Telecommunication Computing Electronics and Control) JUTI: Jurnal Ilmiah Teknologi Informasi Annual Research Seminar Register: Jurnal Ilmiah Teknologi Sistem Informasi Jurnal Ilmiah FIFO IKRA-ITH Informatika : Jurnal Komputer dan Informatika Jurnal Nasional Pendidikan Teknik Informatika (JANAPATI) Journal of Computer Science and Informatics Engineering (J-Cosine) Sewagati Nusantara Journal of Computers and its Applications
Dini Adni Navastara, Dini Adni
Institut Teknologi Sepuluh Nopember
Arts Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Dentistry Education Electrical & Electronics Engineering Engineering Languange, Linguistic, Communication & Media Library & Information Science Public Health Social Sciences Other

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Journal : International Journal of Electrical and Computer Engineering

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Fuzzy Region Merging using Fuzzy Similarity Measurement on Image Segmentation Wawan Gunawan; Agus Zainal Arifin; Rarasmaya Indraswari; Dini Adni Navastara
International Journal of Electrical and Computer Engineering (IJECE) Vol 7, No 6: December 2017
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (748.683 KB) | DOI: 10.11591/ijece.v7i6.pp3402-3410

Abstract

Some image’s regions have unbalance information, such as blurred contour, shade, and uneven brightness. Those regions are called as ambiguous regions. Ambiguous region cause problem during region merging process in interactive image segmentation because that region has double information, both as object and background. We proposed a new region merging strategy using fuzzy similarity measurement for image segmentation. The proposed method has four steps; the first step is initial segmentation using mean-shift algorithm. The second step is giving markers manually to indicate the object and background region. The third step is determining the fuzzy region or ambiguous region in the images. The last step is fuzzy region merging using fuzzy similarity measurement. The experimental results demonstrated that the proposed method is able to segment natural images and dental panoramic images successfully with the average value of misclassification error (ME) 1.96% and 5.47%, respectively.
Co-Authors Abdillah, Surya Adi Guna, I Gusti Agung Socrates Adillion, Ilham Gurat Adnan Erlangga Raharja Agus Zainal Arifin Agus Zainal Arifin Ahmad Syauqi Ahmad Syauqi Akwila Feliciano Akwila Feliciano Akwila Feliciano Pradiptatmaka Alam Ar Raad Stone Anny Yuniarti Arif Fadllullah Arif Mudi Priyatno Arya Yudhi Wijaya Atika Faradina Randa Awik Puji Dyah Nurhayati Ayu Kardina Sukmawati Baskoro Nugroho Benito, Davian Chastine Fatichah Daniel Sugianto Deni Sutaji Dewi Hidayati Diana Purwitasari Didit Prasetyo Dimas Fanny Hebrasianto Permadi Dinar Winia Mahandhira Edwin Setiawan Eha Renwi Astuti Evan Tanuwijaya Evelyn Sierra F.X. Arunanto Fahmi Syuhada Fandy Kuncoro Adianto Fandy Kuncoro Adianto Fiqey Indriati Eka Sari Gulpi Qorik Oktagalu Pratamasunu Hadziq Fabroyir Hafiz Nuzal Djufri Handayani Tjandrasa Hari Ginardi Hidayat, Husnul I Gusti Agung Socrates Adi Guna Imagine Clara Arabella Irna Dwi Anggraeni Kevin Christian Hadinata Kevin Christian Hadinata Khairiyyah Nur Aisyah Lissa Rosdiana Lissa Rosdiana Lophita Y Napitupulu Maulana, Hendra Maulana, Hendra Muhammad Farih Muhammad Fikri Sunandar Muhammad Iqbal Izzul Haq Nainik Suciati Nanik Suciati Noor Nailis Sa’adah Nova Maulidina Ashuri Novi Nur Putriwijaya Nurlita Abdulgani R. V. Hari Ginardi Rangga Kusuma Dinata Rangga Kusuma Dinata Rarasmaya Indraswari Rizka Wakhidatus Sholikah Rizqi Okta Ekoputris Safhira Maharani Safhira Maharani Safitri, Julia Salim Bin Usman Salim Bin Usman Santoso, Bagus Jati Shabrina Syifa Ghaissani Sherly Rosa Anggraeni Sherly Rosa Anggraeni Siti Rochimah Syadza Anggraini Wawan Gunawan Wijayanti Nurul Khotimah Yulia Niza Yulia Niza Zakiya Azizah Cahyaningtyas Zakiya Azizah Cahyaningtyas