Decomposition of incompressible flow fields into dipole flows with various length scales are proposed by using a continuous wavelet transform. Outline of decomposition is explained and examples of dipole decomposition are shown in this study. Dipole decomposition will give new physical insight into multi-scale dynamics of incompressible flows.