Machine learning based pattern recognition and classification framework development

In this paper we describe implementation of several step pattern recognition framework. Pattern recognition is the main aspect for different important areas such as video surveillance, biometrics, interactive game applications, human computer interaction and access control systems. These systems require fast real time detection and recognition with high recognition rate. In this paper we propose implementation of the pattern recognition system. In order to increase recognition rate of the system we apply image preprocessing and neural networks.