Where there's a will, there's a way. To disable movie, PDF, and other useless previews, but still maintain the image on the icon, use this from Terminal:

$ defaults write com.apple.finder QLInlinePreviewMinimumSupportedSize -int 512

Then relaunch the Finder.

Halle-fricken-lujah!