Journal of Electrical, Electronics and Informatics
Vol 5 No 1 (2021): JEEI (February 2021)

Balinese Mask Characters Classification using Bag of Visual Words Model

Komang Budiarta (Master of Electrical Engineering Program, Faculty of Engineering, Udayana University)
Dewa Made Wiharta (Unknown)
Komang Oka Saputra (Unknown)



Article Info

Publish Date
27 Feb 2021

Abstract

Mask, often known by Balinese as “Tapel”, is made of pule wood. It depicts the representation of characters in the “badbad” or legend. Bali has many types of mask dances that are often performed, which makes tourists interested in visiting Bali. Unfortunately, many tourists do not know the information contained in Balinese masks. The most important information contained in the character of the Balinese masks. The characters of each mask are different even though they have the same type. As mask art is also a cultural heritage from generation to generation, it needs to be preserved. It is necessary to have information in the form of technology that can distinguish the characters from Balinese masks. In this study, bag of visual word method in the classification process of Balinese mask characters is used, where in this method, there are several algorithms used, namely SURF as feature detection, K-Means as a clustering process to get the value of feature quantization, and SVM as a classification of Balinese mask character. The result of the accuracy level obtained from the testing process is 80%.

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Journal Info

Abbrev

JEEI

Publisher

Subject

Computer Science & IT Electrical & Electronics Engineering

Description

Journal of Electrical, Electronics and Informatics is a peer-reviewed journal which devoted to the advancement and dissemination of scientific knowledge concerning electrical, electronics and informatics throughout the world for researchers and professionals. The journal is an official publication ...