A speckle pattern is removed from each image such that each image obtained by a multi-resolution decomposition is decomposed into a low-band signal component, a high-band signal horizontal component, a high-band signal vertical component, and a high-band signal diagonal component, the decomposed signal components are subjected to a morphological reconstruction process, and then a multi-resolution reconstruction is performed.