Sounds like the EXIF data for the image has an embedded thumbnail in it. Try looking for an EXIF editor or some such that can extract it. The embedded thumbnail is probably no larger than the thumbnail you are seeing in the folder so there is really no way to get the larger image stripped of masking. Those pixels were changed.
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