KF5 Dolphin Woes with Video Thumbnails

The Dolphin file manager from the KDE Frameworks 5 installation on my Kubuntu 16.04 system so far never showed any video thumbnails in preview mode. Strangely, when checking the available and enabled preview modules in Dolphin's preferences, all seemed to be fine. However, no previews...