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Performing the image compression over the resource constrained hardware is quite a challenging task. Although, there has been various approaches being carried out towards image compression considering the hardware aspect of it, but still there are problems associated with the memory acceleration associated with the entire operation that downgrade the performance of the hardware device. Therefore, the proposed approach presents a cost effective image compression mechanism which offers losslessdoi:10.11591/ijece.v11i3.pp1985-1993 fatcat:7l2nxfh3vbbh7o74bz623bi4gm