Although we have obtained very high recognition accuracies using the proposed method,the whole process of training with the AdaBoost algorithm is time-consumihg.Inthis work we have used Matlab 2010b which requires about 96h and 17h training on KTH and Weizmann datasets, respectively, using a single cpu core.