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All Journal International Journal of Electrical and Computer Engineering IAES International Journal of Artificial Intelligence (IJ-AI) JURNAL SISTEM INFORMASI BISNIS JSM (Jurnal SIFO Mikroskil) Bulletin of Electrical Engineering and Informatics Jurnal Informatika Scan : Jurnal Teknologi Informasi dan Komunikasi Jurnal Teknologi Jurnal Teknologi Informasi dan Ilmu Komputer Jurnas Nasional Teknologi dan Sistem Informasi JOIV : International Journal on Informatics Visualization Informatika Mulawarman: Jurnal Ilmiah Ilmu Komputer JOURNAL OF APPLIED INFORMATICS AND COMPUTING JURNAL REKAYASA TEKNOLOGI INFORMASI Sebatik JITTER (Jurnal Ilmiah Teknologi Informasi Terapan) KOMPUTIKA - Jurnal Sistem Komputer Prosiding SAKTI (Seminar Ilmu Komputer dan Teknologi Informasi) Sains, Aplikasi, Komputasi dan Teknologi Informasi EARR Jurnal Pengabdian Masyarakat Asia Prosiding Seminar Nasional Sisfotek (Sistem Informasi dan Teknologi Informasi) Adopsi Teknologi dan Sistem Informasi Jurnal INFOTEL Kreatif Teknologi dan SIstem Informasi
Dyna Marisa Khairina
Mulwarman University
Aerospace Engineering Arts Humanities Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Mechanical Engineering Social Sciences Other

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Journal : International Journal of Electrical and Computer Engineering

 1 
The Contour Extraction of Cup in Fundus Images for Glaucoma Detection Anindita Septiarini; Hamdani Hamdani; Dyna Marisa Khairina
International Journal of Electrical and Computer Engineering (IJECE) Vol 6, No 6: December 2016
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (880.959 KB) | DOI: 10.11591/ijece.v6i6.pp2797-2804

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%.
Co-Authors Addy Suyatno Adi Wibowo Adiputra, Dimas Bayu Aditya Putri Kusumawardani Agus Jumadi, Agus Agus Tri Haryono Agus, Fahrul Alfadita Shany Amriani, Nilda Andrianus Layuk Anindita Septiarini, Anindita Anisa Sholawati Arham, Zulvika Anisa Ari Pradhana, Alvin Ariani, Riska Arini Wijayanti Arsuwendi, Arsuwendi Asty Febriani Aulia Rahman Awang Harsa Kridalaksana Azainil Azainil Azhari, Ikmal Ali Azka Azizah Rachmah Barry Barry Beta Noranita Bilung, Marten Boby Pradana Budi Fachrizal Budi Gunawan Budi Gunawan Budi Santoso Budi Warsito Bunga Annete Benning Citra Tri Angga Dana Pranata Darwin Darwin Dea Cahyaningrum Indra Astuti Dedy Cahyadi Devi Martha Ariyanti Dewi Susanti Dian Pratama Diasrina Dahri Dimas Bayu Adiputra Dio Ivando Dio Ivando, Dio Fahrul Agus Fahrul Agus Faridah Siti Hardianti Fitriana Lestari Fitriansyah, Jefri Galih Athalik Ghazy Ghalda Melika Hafshah Hafshah Hamdani . Hamdani Hamdani Haqqi, Kamalul Hatta, Heliza Rahmania Heliza Rahmania Hatta Heliza Rahmania Hatta, Heliza Rahmania Hendra Saputra Holis Ridwanto Ibrahim, Muhammad Rivani Iis Andriani Ikayanti Ikayanti Indah Fitri Astuti Indah Fitri Astuti Indah Fitri Astuti, Indah Fitri Islamiyah Islamiyah Juli Fitriani Jundillah, Muhammad Labib Kamila, Vina Zahrotun Kusumawardani, Aditya Putri Kusumo Nugraheni, Dinar Mutiara Laden, Delfan Rynaldo Lestari, Fitriana Marten Bilung Muhamad Azhari Muhammad Eko Prasetyo Muhammad Harmen Alkahfi Muhammad Rizaldi Mursid Yunus Mustafid Mustafid Muzi Burrakhman Nasution, Ali Napiah Nataniel Dengen Nency Nurjannah Nur Aisyah Nurwahida Nurwahida Pramukti, Indra Cahya Prasetyo, Muhammad Eko Putut Pamilih Widagdo Rachmah, Azka Azizah Ramadhani, Yuvanda Ramadiani - Ramadiani, Ramadiani - Rani, Famylia Puspa Ratih Fajar Kencono Ria Angdra triwulandari Damping Rifaidi Akbar Rizka Khairunnisa Rizky Suryanata Sembiring, Rinawati Septya Maharani Septya Maharani Septya Maharani Septya Maharani, Septya Setiawan Setiawan Setyadi, Hario Jati Shabrina Shabrina Shapanara, Rhenaldi Octa Sholawati, Anisa Sofian Sauri Sri Wulandari Sunarto, Suhaera sutikno sutikno Syahputra, Oktavian Yoga Syahril Syahril Syamsiar, Syamsiar Ulan Ari Anti Wahyu Kesuma Bakti Wahyudi, Asnan Fadjri Wardhani, Muhamad Yulius Daniel Zainal Arifin Zainal Arifin