A method for analyzing motion of an imaging target by means of tagged MR images includes performing, on the same motion of an imaging target, NL (NL: positive integer not less than 2) times of cine imaging by means of different tag patterns, to obtain NL pieces of time-series tagged MR images taken for a plurality of time phases in the motion of the imaging target, arranging NL pieces of pixel values of the same pixel in the NL pieces of tagged MR images at each time phase into a pixel value sequence having a length NL for the corresponding pixel, and analyzing the motion of the imaging target in the time-series tagged MR images by detecting pixels whose pixel value sequences constitute the same code sequence in different time phases. Each of the tag patterns is formed such that the pixel value sequence constitutes a predetermined code sequence.