The idea of object based image analysis has been around since the early 1970s. In many researches, various segmentation algo- rithms such as multi-resolution and fractal net evolution followed by a rule based classification scheme are performed on high resolution remotely sensed data such as Spot 4, Spot 5, Ikonos, Quickbird and aerial photographs.