From what I gathered elsewhere, the WB scans used for the DVD appeared in HD on the now-defunct DC Universe service. They are presumably available somewhere out there, and I saw at least one unofficial Blu-ray for sale.
Supposedly clips from these are shown in the Blu Ray documentary rather than the newer scans.