The Im2Learn - Image to Learn is capable of analyzing multidimensional, multi-variate (multi-band) image data and enables user interaction with the data. The basic set of Im2Learn tools also provides support for histograms, image band ranking, image statistics, correlation matching, filtering, contour extraction, image calculator, tracking, blob analysis, image thresholding, segmentation and Isodata clustering. The input and output interface can handle loading and saving of individual images in several standard file formats. The current support of standard input image file formats includes: jpg, gif, tif (Ver. 6.0 with no compression), pgm, ppm, bmp, png, pnm, img, and an internal image format denoted as iip (image interleaved pixels). The software also supports some of the file formats used in Geospatial Information Systems (GIS), such as, USGS DEM (Float), ESRI IMG format, HDF4, HDF5, LAN, GeoTiff and ESRI Shape file format. All GIS related files are loaded with their georeferencing information that is used for geo-registration of raster and vector data sets. The input can be a sequence of images (e.g., video frames) or a combination of bands from several image data sources in multiple standard file formats.