The matrix is far from full rank in that case - its rank will be the number of mosaic pieces instead of the number of pixels. If you have 100 pixels per block,

The matrix is far from full rank in that case - its rank will be the number of mosaic pieces instead of the number of pixels. If you have 100 pixels per block, you actually lose 99% of the information with this blur.