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Journal : TELKOMNIKA (Telecommunication Computing Electronics and Control)

Color Clustering in the Metal Inscription Images Using ANFIS Filter Susijanto T. Rasmana; Yoyon K. Suprapto; Ketut E. Purnama
TELKOMNIKA (Telecommunication Computing Electronics and Control) Vol 11, No 3: September 2013
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12928/telkomnika.v11i3.1135

Abstract

Ancient inscriptions are historical records of the past age made on stone or metal media. Currently many ancient inscriptions were damaged because it is too long buried in the ground. This research is the first step to repairing the damaged inscription using Image processing. Efforts to restorations using color clustering with ANFIS method are an early stage to perform letters segmentation in the ancient inscription. The Results of ANFIS clustering method are compared to the spatial fuzzy clustering method (SFCM). The clustering performance measurement is done by measuring root mean square error (RMSE). From RMSE measurements, the average values obtained with ANFIS clustering method is smaller 21.80% than with SFCM. This means there is an increase in clustering performance with ANFIS method compared to SFCM.  
Co-Authors Abseno, Anan Pepe Adi Candra, Adi Adilayahya, Mochammad Norca Ahmad Wali Satria Bahari Johan Al Gaufiqy, Muh Harist Alif Aziz Mujahidin Anak Agung Kusuma Jaya Ningrat Anam, Angsorul Ananta, Syahreza Andre Hartoko Aji Putra Perdana Anita Hakim Nasution Ardian Yusuf Wicaksono Bimantoro, Mohammad Nur Briantoro, Hendi Chaironi Latif Edy Poerwanto Eka Sari Oktarina Fatfa, Asgar Irmawan Andi Fransiscus, Fransiscus Ginardi, R.V. Hari Hafizh, Muhammad Taufiqul Hanny Kristianto Harianto Harianto Heri Pratikno Hidayat, Rendi Arief I Kadek Dedi Setiawan, I Kadek Dedi indrawanti, annisaa sri Ira Puspasari Jesica Febriani Nura Ketut E. Purnama Kurniawan, Nauval Zabidi Kusuma, Zulfa Hafizh Laksana, Baruna Adi Luqmanulhakim, Naufan Zaki Madha Christian Wibowo Madha Christrian W. Mahathir, Andi Muhammad Moch. Iskandar Riansyah Mohammad Yanuar Hariyawan Mohammad, Iki Adfi Nur Muchammad Husni Muhammad Dwi Hariyanto Ngurah Tegar Mahardika Nugraha, Hasbi Fardian Pamungkas, Johan Pauladie Susanto PERMANA, ZENDI ZAKARIA RAGA Prabandaru, Bayu Pradhipta Kresna Hadya, Pradhipta Kresna Pratama, Aditya Nanda Pratama, I Gede Brahmanda Ekamartahadi Pratama, Mohamad Gatot Prayogo, Tangguh Susilo Putra, Afrian Anggara Putra, Dwi Elmik Winata Putranto, Rifki Dwi Raga Permana, Zendi Zakaria Rizka Wakhidatus Sholikah, Rizka Wakhidatus Sabilla, Irzal Ahmad Samuel Sugianto Sandy Wirakusuma Santosa, Hafis Akmaldi Setyawan, Beny Setyawan, Heri Oky Setyawan, Ian Mahesa Gilang Suchinda, Rahmawan Sugiharto, Tutus Sulistyo, Bagus Cahyo Sultan, Duma Reza Ahmad Suryaselaksa, Lukman Hakim Syafa, Ilhan Ahmad Tandiallo, Joseph Masarani Wahyu, Sandy Tri Wicaksono, M. Januar Eko Wicaksono, Rahmad Aji Widiyanatha, Heddy Wijaya, Agas Ananta Wirawan, Bima Muhammad Yosefine Triwidyastuti Yoyon K. Suprapto Yuwono Marta Dinata