Introduction
Classification is the process of assigning classes to the pixels in a remotely sensed image. For example, in an agricultural map, each pixel could be assigned one of the classes wheat, rye, barley, or fallow. The illustration in Figure 1 shows a picture captured by geographical satellites. The classification process yields the picture in Figure 2, in which water, highland regions, vegetation, and forest are classified and indicated with different colors.
