A new algorithm is presented for the sensor fusion of imagery obtained at d
ifferent bandwidths. The algorithm performs image fusion using a method bas
ed on principal components. The effectiveness of the algorithm has been dem
onstrated by applying it to fuse intensified CCD and infrared images.