The wavelet transform is a new arrival on the mathematical scene. It is widely applied in the area of engineering, image processing. In this paper, we present the main concepts of wavelet, the averaging and differencing technique related to a wavelet decomposition, a linear algebra implementation of the Haar wavelet transform.