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Madha Christian Wibowo
STMIK STIKOM Surabaya
Computer Science & IT Control & Systems Engineering Education Electrical & Electronics Engineering

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PENGAMBILAN FITUR ANGKA JAWA MENGGUNAKAN SHADOW FEATURE EXTRACTION Anam, Angsorul; Rasmana, Susijanto Tri; Wibowo, Madha Christian
JAVA Journal of Electrical and Electronics Engineering Vol 13, No 2 (2015)
Publisher : JAVA Journal of Electrical and Electronics Engineering

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Abstract

Many Applications developed to recognition handwritten called Optical Character Recognition (OCR), who generally it only presented alphabet recognition. Javanese numbers (aksara wilangan) or Javanese characters are culture of Indonesia from great grandmother and must be knowed by rising genereation. The final project presented “Get Character Feature Handwriting Javanese Numbers Used Shadow Feature Extraction Method and Multi Layer Perceptron (MLP). The shadow feature method used to recognition characterstic of handwritten before it classification by MLP. Application test have two stage that is a sample training test 100 of data set and sample testing test 50 of data set. Percentage successed pattern concerning training samples 99% and error recognition 0,10%, whereas testing samples 90,8% and error recognition 9,2%.
Co-Authors Achmad Yusuf Zunaidi Alif Aziz Mujahidin Anam, Angsorul Chokoh Setyo Utomo Edy Poerwanto Galang Putra Pradhana Harianto Harianto Helmy Widyantara I Kadek Dedi Setiawan, I Kadek Dedi Jilly Haikal Islam Mochammad Fatoni Mubarok, Fahmi Pambudi, Sandhi Yuda Parlindungan Fernando Nainggolan, Parlindungan Fernando Pradhipta Kresna Hadya, Pradhipta Kresna Pratama Johansah Endaryono Priscilia Miraditya Robert Dwijoyo Kusuma Samuel Sugianto Sandy Wirakusuma Sangaji, Cahyati Supriyati Susijanto Tri Rasmana Toto Alfian Wahyuono, Toto Alfian wahyu indra lesmana Wibawa, Isana Mahardika Laksana Wijaya, Ikhlasul Rizqi Yanuar Prasojo Kusumo, Yanuar Prasojo Yohanes Wahono