The invention discloses a fusion method for a
multispectral image and a panchromatic
satellite image. The method includes: respectively extracting SIFT feature points of the
multispectral image and the panchromatic
satellite image, and performing dimension reduction
processing; performing rough matching and mismatching removal of the SIFT feature points after dimension reduction
processing by employing a BBF
algorithm, and performing accurate matching by employing affine transformation; performing HIS transformation of the
multispectral image after accurate matching, obtaining components of brightness, saturation, and
chromaticity, respectively performing
wavelet transform of the brightness component and a
histogram of the panchromatic
satellite image, performing high-frequency replacement and inverse
wavelet transform of
wavelet transform results of the brightness component and the
histogram in sequence, and obtaining a new brightness component; and updating the new brightness component via preset parameters, and performing HIS inverse transformation of the updated brightness component, the saturation component, and the
chromaticity component in order to realize
image fusion. According to the method, accurate and effective registration of the panchromatic
satellite image and the multispectral image can be realized, and the
fusion image is effectively obtained.