Based on the properties of NonSubsampled Contourlet Transform
shift invariance
multiscale and multidirectional expansion
a novel multisensor images fusion method was proposed.The proposed method was applied to the multifocus and the multispectral images fusion in the experiments respectively.We gave the subjective judgment and numeric measurement of the fusion image based on visual effect and information indexes.To evaluate the performance of the proposed algorithms
we compared our results with those of the algorithms
such as contourlet transform
wavelet transform and principal component analysis.The simulation results indicate that the proposed method outperforms the others in terms of both visual quality and objective evaluation criteria
and maintains much more detail information as well.At the same time
the proposed algorithm widens the applications of the NSCT.