A wavelet transformation device for performing wavelet transformation at a plurality of levels as to image signals includes a horizontal filtering unit for subjecting the image signals to horizontal direction lowband analysis filtering and highband analysis filtering, and buffers which are independent for each of the levels, for holding frequency components, which are generated as the results of the horizontal direction analysis filtering by the horizontal filtering unit, for each of the levels.