“…Among the established image compression standards, the transform coding is the most significant and popular compression technique. This technique strongly relies on the reduction of correlation between neighbouring pixels of an image by the image transformation [2,3]. Hence, the overall performance of transform coders notably depends on the pixel-level decorrelation (PLD) or equivalently energy compaction (EC) capability of the image transforms [4].…”