In this paper, we present a geometrical method for solving the problem of blind separation of sources. The method assumes that sources have bounded probability density functions pdf. It is based on estimation of edges of a parallelepiped. We propose an algorithm for two mixtures of two sources, performance of which are discussed. Currently, we address. the generalization of the method for more than two mixtures and two sources.