Transformations are essentially data reduction techniques, which reduce redundancy between bands or images and highlight any differences. They have been applied to change detection, but the disadvantage of such transformations is that they cannot produce detailed change matrices, they require (arbitrary) thresholds, and it is difficult to interpret and label the change information they generate.