Pengenalan Karakter Plat Nomor Kendaraan Bermotor Menggunakan Zoning dan Fitur Freeman Chain Code

Taufik Fuadi Abidin • Abbas Adam Azzuhri • Fitri Arnia
Journal article Jurnal Rekayasa Elektrika • 2018

Unduh teks lengkap
(Bahasa Indonesia, 9 pages)

Abstrak

A license plate is one of the vehicle identities. It consists of alphabetic characters and numbers and represents provincial and area code where the vehicle is registered. This article discusses the character recognition of plate number using zoning and Freeman Chain Code (FCC). Zoning divides character image into several zones i.e. 4, 6, and 8, and then, the pattern of each character in the zone is extracted using FCC as the numerical features. The character is then classified using Support Vector Machines (SVM). It is a multi-class classification problem with 36 categories. The results show that FCC features with 8 zones give the best accuracy (87%) when compared to the other two zones.

Metrik

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Jurnal

Jurnal Rekayasa Elektrika

Jurnal Rekayasa Elektrika (JRE) diterbitkan oleh Jurusan Teknik Elektro, Fakultas Teknik, Univers... tampilkan semua