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Siti Mujilahwati
Teknik Informatika, Fakultas Teknik, Universitas Islam Lamongan
Aerospace Engineering Agriculture, Biological Sciences & Forestry Automotive Engineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Environmental Science Health Professions Immunology & microbiology Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Materials Science & Nanotechnology Mathematics Mechanical Engineering Medicine & Pharmacology Neuroscience Nursing Public Health Social Sciences Transportation Other

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Journal : Jurnal Ilmiah Kursor

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CLASSIFICATION OF BATIK LAMONGAN BASED ON FEATURES OF COLOR, TEXTURE AND SHAPE Miftahus Sholihin; Siti Mujilahwati; Retno Wardhani
Jurnal Ilmiah Kursor Vol 9 No 1 (2017)
Publisher : Universitas Trunojoyo Madura

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.28961/kursor.v9i1.114

Abstract

Classification aims to classify object into specific classes based on the value of the attribute associated with the object being observed. In this research designed a system that serves to classify Lamongan batik cloth based on color features using color moment, texture using Gray Level Co-occurence Matrix (GLCM), and shape using moment invariant, classification using K-Nearest Neighbors (K-NN) method. In outline the system was built consists of three main processes namely pre-processing, feature extraction, and classification. The highest accuracy rate in this study was 90.4% when the value of k = 6.
Co-Authors Agung Wahyudi Agustian, M. Afan Alfarisi, Muhammad Nur Fikri Aliyudin, Muhammad AlMuhibbi, Muhammad Rayendra Amri, Sholihul Awaliyah, Bintan Udiyarini Azarki Ubaydillah, Muhammad Azza Abidatin Bettaliyah AZZA ABIDATIN BETTALIYAH Bettaliyah, Azza Abidatin Danang Bagus Reknadi Dimas Lugiantoro Suko Dinar Mahdalena Leksana 1 Endang Setyati Erry Anggraini ERRY ANGGRAINI Farizki, Achmad Nurasel Firdaus, Muhammad Alvin Fitri Rohmawati Hamid, Rahayu A Kevin Aringgi Salim M Ari Zidan Syafrizal M. Ali Na'im M. Ghofar Rohman M. Rosidi Zamroni M. ZAKI QOMARUDDIN Masruroh Masruroh Miftahus Sholihin Mufrody, Moh Adam Nafiiyah, Nur Nawafilah, Nur Qomariyah Nur Nafi'iyah Nur nafi'iyah Nur Nawafilah Nurroziqin, M Chabib Prsatama, Febrian Abie Putra Samudra Rakhmawati, Eka Retno Wardhani Rizki Ardhian Ahmad Rizki Iwan Laksana Robiatul Adawiyah Salim, Kevin Aringgi Seroja, Aulia Nadia Bunga Suci Nur Fauziah Sugeng Dwi Hartantyo Syamsul Arifin Tri Setyo Utomo Zirby, Qonit