This article from Kevin Hoyt’s blog has been a hell of a lot useful for me. It describes how thumbnails can be generated on the fly of high-res images with Adobe Air and how they can be saved to HD.
As some code is missing in Kevin’s tutorial, here is the code of two Adobe Air thumbnail generation applications.