Journal of Artificial Intelligence, Machine Learning and Soft Computing

Abstract

In recent years, the recognition of handwritten mathematical expressions has received an increasing amount of attention in pattern recognition research. The diversity of approaches to the problem and the lack of a commercially viable system, however, indicate that there is still much research to be done in this area. In this thesis, I will describe an on-line approach for solving a handwritten mathematical expression. For classification of specific characters we apply Convolutional Neural Network. Each of the correct detection, character string operations is used for the solution of the equation.  Finally the experimental results show the great effectiveness of our proposed system.

Keywords: Handwritten, Convolutional Neural Network, Pattern Recognition, Proposed system