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Magnetic resonance imaging is a technique that produces high quality images of soft tissues and internal vital body organs. Images obtained from magnetic resonance are highly redundant in nature and the complete image can be reconstructed with small amount of data. Compressive Sampling technique in Magnetic Resonance Imaging depends on sparsity of coefficients in transform domain. Incoherent artifacts...