This study presents the implementation of image processing techniques in satellite bands of the visible and infrared spectrum for the differentiation of land cover in the ColombianAndes, which is dominated by high mountain systems, to do this, we extracted features through texture analysis methods, principal component analysis, discrete cosine transform, combination of color spaces and vegetation indices to be combined together, we have obtained independent zones that guaranteed the separability of 9 classes and correct