1. An information processing apparatus comprising: a decomposition unit configured to decompose an image into a plurality of frequency component images; a reduction unit configured to reduce linear noise included in the frequency component images; and a reconstruction unit configured to reconstruct the frequency component images in which the linear noise was reduced.