Looking for an Image Comparison/Pattern Recognition Library

Question

The end goal would be to see if

contains

Answer 1

How about ImageMagick? Its not a library per se however if you can provide shell access to your environment its pretty easy to use.

You would most probably be interested in the compare command.

EDIT: ImageMagick does contain tools for sub-image search like subimage-search.