Based on the spectra curve which is gained by Fourier transform for remote sensing image of forests, this paper describes fuzzy similar relation between the spectra of directional information of different types of forests from Aerial photograph, and presents the method of fuzzy pattern recognition for remote sensing image of forests, by applying method of directional information comparison in fuzzy mathematics. At the same time, this paper gives the results which coincide with the practical case.