A Method of Copy-Learning Model for Recognizing Hollow Character

Abstract

This study proposes a copy-learning method which can recognize hollow characters by only learning the standard characters. The method learns standard characters by a part of the 3-layer net, copies obtained weights and biases on an unused part of the net by a copy-learning rule, and recognizes hollow characters. We had confirmed the effectiveness of this method from several experiments.