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Detecting objects in images is of widespread interest due to a large number of applications in diverse disciplines, including remote sensing, medical images, geology and civil infrastructure. This paper presents a comparison of selected techniques that may be useful for the object detection connected with ground deformations within large areas using satellite radar interferometry (DInSAR, Differential Interferometry Synthetic Aperture Radar) techniques. The DInSAR method, that exploits two SAR images, derives info...