80's Sesame Street scene, a Muppet

No Q Intervention shows (1) motion artifacts - body is frozen while legs are displaced, (2) repeated types of movements (Muppet's centered swaying), and static camera (e.g. when skating). Full Q Preservation restores motion but loses identity (e.g. Muppet's colors revert to those of the vanilla model). Our method achieves a balance between both worlds, maintaining identity, while restoring most of the original motion, including the parallax style of camera movement.

Ours

do aerobics

magic, pull scarves

skate, wobbling

VideoCrafter2

Full Q Preservation

No Q Intervent.