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Wavelet packets,Wave packets,Walsh type wavelets,Framelets,Complex Wavelets,Curvelets,Shearlets,Alpha-molecules,Haar-Vilenkin Wavelet,Wavelets associated with nonuniform multi resolution analysis and vector valued wavelets are some of the typical variants of wavelets which have been extensively studied in the recent past.