Camcorder, patchwork stuffed rabbit toy

ConsiS results in impaired identity consistency and strong, and unnatural motion artifacts (rabbit is trembeling). ConsiS +Uncond resolves the unnatural motion artifacts, but reduces motion. Q ConsiS remains partially synchronized, allows some natural motion, still lacks identity. Our method achieves richer motion with better identity preservation and adherence to the vanilla VideoCrafter2 motion.

Ours

surfing train

bouncing trampoline

riding bike

VideoCrafter2

ConsiS

ConsiS +Uncond

Q ConsiS