Usually compression doesn't work well for data which has uniform distribution. Almost all natural images follow this trait. You can try different compression algorithms and different images to test this. The compressed data would either be more than the input or almost the same size. The only thing you can do is try to modify the existing compression algorithms to suit your purpose.
Good Luck.
