Open access Jurnal SINTA 1
Fuzzy Region Merging using Fuzzy Similarity Measurement on Image Segmentation
International Journal of Electrical and Computer Engineering (IJECE) · Vol. 7 No. 6 (2017)
- ISSN
- 2088-8708, 2088-8708
- Published
- 2017-12-01
- Publisher
- Institute of Advanced Engineering and Science
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.
Collaboration network of the authors
40 authors · 89 co-authorship links · 13 across different organisations · showing the 40 most connected
Hover or tap a name to highlight its co-authors. Double-click to open the author's page.
- Institut Teknologi Sepuluh Nopember
- Lampung University
- University of Brawijaya
- Universitas Islam Negeri Raden Intan Lampung
- Universitas Muhammadiyah Metro
- Affiliation unknown
- Different organisations
- Same organisation
- Affiliation unknown
- Thicker line = more joint articles · bigger circle = more articles
Show as table
| Co-author | Organisation | Joint articles |
|---|---|---|
| Diana Purwitasari | Institut Teknologi Sepuluh Nopember | 6 |
| Anny Yuniarti | Institut Teknologi Sepuluh Nopember | 4 |
| Gulpi Qorik Oktagalu Pratamasunu | Affiliation unknown | 3 |
| Munjiah Nur Saadah | Institut Teknologi Sepuluh Nopember | 2 |
| Rigga Widar Atmagi | Institut Teknologi Sepuluh Nopember | 2 |
| Dyah S. Rahayu | Institut Teknologi Sepuluh Nopember | 2 |
| Khoirul Umam | Institut Teknologi Sepuluh Nopember | 2 |
| Darlis Herumurti | Institut Teknologi Sepuluh Nopember | 2 |
| Safri Adam | Institut Teknologi Sepuluh Nopember | 2 |
| Undang Rosidin | Lampung University | 2 |
| Nina Kadaritna | Lampung University | 2 |
| Nurul Latifah | Universitas Muhammadiyah Metro | 1 |
| Naser Jawas | Institut Teknologi Sepuluh Nopember | 1 |
| Randy Cahya Wihandika | University of Brawijaya | 1 |
| Go Frendi Gunawan | Institut Teknologi Sepuluh Nopember | 1 |
| Sonny Christiano Gosaria | Institut Teknologi Sepuluh Nopember | 1 |
| Yuita Arum Sari | University of Brawijaya | 1 |
| Evy Kamilah Ratnasari | Institut Teknologi Sepuluh Nopember | 1 |
| Siti Mutrofin | Institut Teknologi Sepuluh Nopember | 1 |
| Mutmainnah Muchtar | Institut Teknologi Sepuluh Nopember | 1 |
| Jayanti Yusmah Sari | Institut Teknologi Sepuluh Nopember | 1 |
| Mohammad Zarkasi | Institut Teknologi Sepuluh Nopember | 1 |
| Fidi Wincoko Putro | Institut Teknologi Sepuluh Nopember | 1 |
| Khadijah Fahmi Hayati Holle | Institut Teknologi Sepuluh Nopember | 1 |
| Andi Baso Kaswar | Institut Teknologi Sepuluh Nopember | 1 |
| Saprina Mamase | Institut Teknologi Sepuluh Nopember | 1 |
| Saiful Bahri Musa | Institut Teknologi Sepuluh Nopember | 1 |
| Ahmad Mustofa Hadi | Institut Teknologi Sepuluh Nopember | 1 |
| Christian Sri Kusuma Aditya | Institut Teknologi Sepuluh Nopember | 1 |
| Mamluatul Hani`ah | Institut Teknologi Sepuluh Nopember | 1 |
| Aryo Harto | Institut Teknologi Sepuluh Nopember | 1 |
| Arif Fadllullah | Institut Teknologi Sepuluh Nopember | 1 |
| Dasrit Debora Kamudi | Institut Teknologi Sepuluh Nopember | 1 |
| Muhamad Nasir | Institut Teknologi Sepuluh Nopember | 1 |
| Ratri Enggar Pawening | Affiliation unknown | 1 |
| Tio Darmawan | Institut Teknologi Sepuluh Nopember | 1 |
Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.