Decorative Text Words Recognition Using Neural Network

Use of the decorated text is highly preferable in the area where the attention of viewers is required. The basic optical recognition systems do not give good results for the decorated inputs because the formation of decorated text is complex and different from the other regular fonts. Very less work has been done in the field of decorated text and specially decorated words. In this paper algorithm has been designed which work for the recognition of decorated words. The proposed system uses the neural network for the recognition and consists of the following portion. First is Otsu's algorithm, then applying preprocessing, neural network and finally the matched decision is displayed.