I\'m converting an image from .png to .eps and it hugely increases the file size.
Can anyone explain why this is, and how to prevent it increasing so much.
Use level 3 postscript if you can. In general, level 3 will produce the smallest files. Level 2 provides the best compatibility, and works well with jpeg images. (see http://electron.mit.edu/~gsteele/pdf/)