In order to improve the recognition speed of the traffic signs,a new two dimension principal compoent analysis method based on class median combined with the mean is propose.The method uses the values of the mean of each class median instead of the average value of the training samples,and then rebuild the scatter matrix in order to get the optimal projection matrix.Two traffic signs al...