“…For example, textural features, as proposed above, were used to improve the urban areas and land cover classification (Shaban and Dikshit, 2001;Rao et al, 2002;Chen et al, 2004); e.g. the artificial neural networks (ANN) was efficiently used in land cover classification (Kavzoglu and Mather, 2003); "fuzzy classification" was efficient in decreasing the mix-pixel problem (Shalan et al, 2003), and the knowledge-based system (KBS), especially, incorporating GIS, plays an important role because it is capable of managing different sources of data (Stefanov, 2001;Daniels, 2006;Lu and Weng, 2006;Alaaddin, 2008).…”