Character decomposition to resolve class imbalance problem in Hangul OCR

Geonuk Kim, Jaemin Son, Kanghyu Lee +1

We present a novel approach to OCR(Optical Character Recognition) of Korean character, Hangul. As a phonogram, Hangul can represent 11,172 different characters with only 52 graphem…