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The book presents an analysis of various change detection techniques for analysis of satellite image using machine learning techniques. The results are verified using software and compared using traditional change detection techniques. The novel techniques are presented and validated and explains the possible drawbacks associated with the state of art techniques. With the availability of high-resolution images, the technique is seen to give good results.