An ultrasound diagnosis apparatus includes an image synthesizing unit for performing the following processings. That is, the image synthesizing unit performs a multiple resolution analysis for the respective images of a plurality of frames by a predetermined transform processing, performs a filter operation processing for each of the coefficients corresponding among the images of a plurality of frames, in each coefficient of each resolution obtained by the multiple resolution analysis, and performs an inverse transform processing of the predetermined transform processing for a result of the filter operation processing to generate an image of one frame.