This is basically pbmplus in Java - an image processing toolkit built from readers, writers, and filters, that can be hooked together like tinkertoys. We're just getting started so things are still a little sparse.
The goodies are mostly in sub-packages:
And here's a page listing a whole bunch of other Java image packages.