To rename the images so the name corresponds to its capture date, invoke the following command. This step is useful for both guaranteeing that the final movie is in the correct order and that duplicate images are removed.
exiftool '-filename<CreateDate' -d "%Y:%m:%d %H:%M:%S.%%le" -r .