Three parts of property systems in hyper-spectral remote sensing data are simply expounded. The paper studies concept and method of DMN

constructs it based-on SA

and conducts segmentation of image in line with it. The researches and experiments indicate that the DMN based-on SA information may synthesize relation between spatial and spectral features existed in hyper-spectral remote sensing data; and provides control for further treatment of image such as artificial neural network. Lastly

we point out future directions of its application and research. (