The classification method based on statistical pattern recognition is one of the most important methods in remote sensing image information extraction field. Because of the high degree of complexity and randomness on the statistical distribution which remote sensing information holds, as well as the operator's limited knowledge of the images and the blind choice of training samples, the number of samples which we obtained usually uninsufficient and had poor representativeness. We cannot image that a good cl...