COMPUTER ASSISTED IMAGE CLASSIFICATION PROCEDURES USING A DEVELOPED FEATURE SELECTION ALGORITHM

A, Gomaa M.; F., El Tohamy; M., Marie

doi:10.21608/asat.2001.31163

COMPUTER ASSISTED IMAGE CLASSIFICATION PROCEDURES USING A DEVELOPED FEATURE SELECTION ALGORITHM

Document Type : Original Article

Authors

¹ Dr.,Dpt.of Mathematics,College of Science for Girls ALAzhar University,Cairo,Egypt.

² Egyptian Armed Forces.

³ Professor,Dpt.of Computer, Engineering college, AL Azhar University,Cairo,Egypt.

10.21608/asat.2001.31163

Abstract

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