Open access Jurnal SINTA 1
The Contour Extraction of Cup in Fundus Images for Glaucoma Detection
International Journal of Electrical and Computer Engineering (IJECE) · Vol. 6 No. 6 (2016)
- ISSN
- 2088-8708, 2088-8708
- Published
- 2016-12-01
- Publisher
- Institute of Advanced Engineering and Science
Abstract
Glaucoma is the second leading cause of blindness in the world; therefore the detection of glaucoma is required. The detection of glaucoma is used to distinguish whether a patient's eye is normal or glaucoma. An expert observed the structure of the retina using fundus image to detect glaucoma. In this research, we propose feature extraction method based on cup area contour using fundus images to detect glaucoma. Our proposed method has been evaluated on 44 fundus images consisting of 23 normal and 21 glaucoma. The data is divided into two parts: firstly, used to the learning phase and secondly, used to the testing phase. In order to identify the fundus images including the class of normal or glaucoma, we applied Support Vector Machines (SVM) method. The performance of our method achieves the accuracy of 94.44%.
Collaboration network of the authors
24 authors · 66 co-authorship links · 29 across different organisations
Hover or tap a name to highlight its co-authors. Double-click to open the author's page.
- Mulawarman University
- Universitas Teknologi Yogyakarta
- STMIK Banjarbaru
- Musamus Merauke University
- Universitas Respati Yogyakarta
- STMIK El Rahma Yogyakarta
- Universitas Islam Negeri Antasari Banjarmasin
- Different organisations
- Same organisation
- Affiliation unknown
- Thicker line = more joint articles · bigger circle = more articles
Show as table
| Co-author | Organisation | Joint articles |
|---|---|---|
| Budi Rahmani | STMIK Banjarbaru | 5 |
| Heru Ismanto | Musamus Merauke University | 5 |
| Agus Qomaruddin Munir | Universitas Respati Yogyakarta | 4 |
| Andri Syafrianto | STMIK El Rahma Yogyakarta | 4 |
| Didit Suprihanto | Mulawarman University | 4 |
| Septya Maharani | Mulawarman University | 2 |
| Heliza Rahmania Hatta | Mulawarman University | 2 |
| Ummul Hairah | Mulawarman University | 2 |
| Novianti Puspitasari | Mulawarman University | 2 |
| Andi Tejawati | Mulawarman University | 2 |
| Surya Eka Priyatna | Universitas Islam Negeri Antasari Banjarmasin | 2 |
| Enny Itje Sela | Universitas Teknologi Yogyakarta | 1 |
| Saucha Diwandari | Universitas Teknologi Yogyakarta | 1 |
| Briyan Efflin Syahputra | Universitas Teknologi Yogyakarta | 1 |
| Nathaniela Aptanta Parama | Universitas Teknologi Yogyakarta | 1 |
| Shinta Hermawati | Mulawarman University | 1 |
| Indah Fitri Astuti | Mulawarman University | 1 |
| Ramadiani Ramadiani | Mulawarman University | 1 |
| Famylia Puspa Rani | Mulawarman University | 1 |
| Indra Cahya Pramukti | Mulawarman University | 1 |
| Hugo Aprilianto | STMIK Banjarbaru | 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.