Automatization to operate for geo-spatial, like features recognition and features extraction have
been in photogrammetry, remote sensing and knowledge of spatial information. One of important factor
succeeded it operation are handle uniformity of data and data source. Data can be in the form of vector
or raster, geo-database, raster map, air image and or space with kinds of spatial and resolution
radiometric and multi-temporal naturally. In characteristics important hence always required in analysis
and planning, especially related to space as function of from time change. In this handing out
identification peripheral (tool) and technical in GIS and image processing package, usual can be
application in one combinations to quicken main operations from recognition and extraction feature. SIG
applied use ER Mapper 6.4. From research with combination from some methods can increase result of
classification compared to only with one method.
Keyword : Feature Extraction, Image Processing, Feature Recognition, GIS