Comparison of Min-Max, Z-Score and Decimal Scaling Normalization for Zoning Feature Extraction on Javanese Character Recognition

Abstract

Javanese script is a Javanese letter that was once used to replace Javanese, Madurese, Sundanese, Balinese and Sasak texts. Javanese script is used when the kingdom of the archipelago is still victorious. Javanese script began to appear in the 17th century. In the 19th century, Dutch introduced Latin letters in Indonesia. Over time, Javanese script was replaced by Latin letters. There are several types of methods that can be used to extract features of a character image, one of which is the zoning method. Zoning itself has many types such as simple zoning, Image Centroid Zone (ICZ), Zone Centroid Zone (ZCZ), and a new approach introduced by Elima Hussain. In this paper, we discus Min-Max, Z-Score and Decimal Scaling Normalization for Zoning Feature Extraction on Javanese Character Recognition.