The problem of magnetization image reconstruction from magnetic force scanning tunneling microscopy images is discussed. The reconstruction problem is reduced to some convolution-type integral equations and analytical solutions to these equations are obtained by using the standard Fourier transform technique. The theoretical discussion is illustrated with some numerical examples.