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The land cover of a certain geographical region keeps on changing with time. So it is essential to keep a track of the changes occurring there for development purposes. This research aims at calculating the land cover changes near Vellore district using LANDSAT images taken from 2003-2009. Image processing techniques are applied for getting the results like K means clustering and L*a*b color segmentation.