It just crashes upon launch.
I just sent the crash report to Achim.
It turned out that the 3rd party QuickTime extension CamTwist was the origin of the crash. Removing it fixed the problem.
To other users: Please check your installed QuickTime extensions if they are compatible with High Sierra if you experience similar behaviours.