Abstract:This paper introduces a new dispersed Haar-like filter for efficiently detection face. The basic idea for finding the filter is maximising between-class and minimising within-class variance. The proposed filters can be considered as an optimal configuration dispersed Haar-like filters; filters with disjoint black and white parts.