COMPUTER ASSISTED IMAGE CLASSIFICATION PROCEDURES USING A DEVELOPED FEATURE SELECTION ALGORITHM | ||
| International Conference on Aerospace Sciences and Aviation Technology | ||
| Article 114, Volume 10, 10th International Conference On Aerospace Sciences & Aviation Technology, May 2003, Pages 1119-1128 PDF (844.27 K) | ||
| Document Type: Original Article | ||
| DOI: 10.21608/asat.2001.59810 | ||
| Authors | ||
| Gomaa M. A1; El Tohamy F.2; Marie M.3 | ||
| 1Dr.,Dpt.of Mathematics,College of Science for Girls ALAzhar University,Cairo,Egypt. | ||
| 2Egyptian Armed Forces. | ||
| 3Professor,Dpt.of Computer, Engineering college, AL Azhar University,Cairo,Egypt. | ||
| Abstract | ||
| Classification techniques of remotely sensed data are of the most powerful tools to acquire land use and land cover information in a cost effective means. When applied to a temporal data set, it becomes extremely useful to determine landuse/ Iandcover changes and their trends. In this paper a features (bands) selection algorithm has been developed to determine the optimal bands that can be used in the classification process . Also, a classification scheme is developed using the information extracted from the classified images, visual interpretation and the available maps. A Database is designed using the proposed classification scheme . | ||
| Keywords | ||
| classification; Landuse; Landcover; Feature Selection; Landsat; SPOT and GIS | ||
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