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This book is intended for research scholars in electronics and communication engineering field as well as reference book for practicing professionals.Beginning with basic preliminaries of the notion of image compression, the book explains the formulation of DRT and its properties and discusses the use of DRT and its modified version called Modified DRT (M-DRT) for sparsifying image data and a detailed comparative analysis of various image compression techniques with M-DRT.