A Pattern Recognition Method Based on Modified Perception Algorithm
Yonghong Zhang, Jian Feng Cao, Qing Chen Li, Qi Wang · Applied Mechanics and Materials · 2013
A pattern recognition method based on modified perception algorithm was proposed in this paper. The principle of this method is minimizing the sum of distance between the wrong classified samples and the interface of different categories, and then the iteration was done with information contained in the minimized errors. The experiment shows that the proposed method can classify the images from Yale, ORL and actual face databases accurately and effectively. The main advantage of the method is that the algorithm is convenient for computer programming, and the recognition rate and recognition time have been distinctly developed.