
Go ahead, try it yourself. Failed? Convert it to a different format and try again. Still failed? Resize/crop/edit the levels of the image or something. Yet again failed? My point exactly.
If anyone cares, the image is a crop of a scanned tax form. It was with the original scanned image that I ran into this issue, and I cropped the image down to a small abstract portion that didn't show any names or anything.