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Follow-Your-Creation
* Equal Contribution ✝ Corresponding Author
Follow-Your-Creation: Empowering 4D Creation
through Video Inpainting
Yue Ma1*,
Kunyu Feng2*,
Xinhua Zhang4*,
Hongyu Liu1,
David Junhao Zhang3, Jinbo Xing5, Yinhan Zhang2, Ayden Yang, Zeyu Wang2,1✝, Qifeng Chen1✝
1HKUST 2HKUST(GZ) 3NUS 4Tsinghua University 5CUHK
David Junhao Zhang3, Jinbo Xing5, Yinhan Zhang2, Ayden Yang, Zeyu Wang2,1✝, Qifeng Chen1✝
* Equal Contribution ✝ Corresponding Author
arxiv
DEMO Video
Pipeline
Overview of our method. We reformulate the 4D video creation as video inpainting task. Left: given a video, we first generate the composite masks from the dynamic point cloud and feed them into video inpainting model to unlock its 4D video creation capability. Right: To unlock the capability of generating 4D video with larger motion, we first generate videos with small motion, then feed them into the model to improve the temporal consistency progressively.
Results
Normal Camera Trajectory
Source video
Follow-Your-Creation
... + fin-like structure ...
... + blue wings ...
... + red can "CAT MEAT" ...
... + a vibrant orange kayak ...
... + bowknot and French fries ...
... + wearing a hat and a green monk's clothe ...
... + wears a gold hoop ...
Bullet Time
Source video
Follow-Your-Creation
... + floating on a red donut ...
... + over-ear headphones ...
... + wearing sunglasses ...
... + eating a meat ...
... + red car ...
... + holding a delicious hamburger ...
... + green scarf ...
Application
Source video
Follow-Your-Creation
... + zoom out ...
... + zoom in ...
... + steady shooting ...
... + camera turns right ...
Frozen Camera
Follow-Your-Creation-left
Source video
Follow-Your-Creation-right
... + panda ...
... + same type of figurine and a robot ...
... + exhibits blue-and-white porcelain ...
... + painting of sunflowers ...
... + robot dog ...
... + applauding audience ...
... + multiple freestanding cameras ...
💖Enjoyed this project? Drop a star ⭐follow-your-creation⭐—it means a lot!
🚀Our project page is borrowed from ISA4D.💡
Citation
@article{
title={Follow-Your-Creation: Empowering 4D Creation through Video Inpainting},
author=
journal={},
year={},
publisher={}
}