Variable block-size transform image coder
Its'Hak Dinstein, Kenneth H. Rose, A. Heiman · IEEE Transactions on Communications · 1990
A discrete cosine transform image coding scheme based on adaptive block size is proposed and demonstrated. The scheme adaptively optimizes the block sizes according to some local activity indexes of the image scenes. The optimization is achieved by applying the technique from graph theory. Nine rectangular block sizes are used, corresponding to all combinations of 8, 16, and 32 pixels per side. This approach reduces interblock correlation between coefficients, and increases the energy compaction in the transform domain. Experimental results are presented and compared to results obtained by an identical coder using a fixed block size.>