This paper discusses non-separable 2-D filter banks with diamondshape support. The frequency spectrum partitioning is shown to have higher theoretical coding gain than that of the conventional separable approach in image coding application. However, based on the frequency response structure of the subband filters, they can not be implemented with good frequency characteristic although the passb...