Image Animation手法をサーベイ

MegaPortraits: One-shot Megapixel Neural Head Avatars [Drobyshev+, ACMMM22]

2DのImage Animationでは最も有力

https://arxiv.org/pdf/2207.07621.pdf

https://samsunglabs.github.io/MegaPortraits/

StyleHEAT: One-Shot High-Resolution Editable Talking Face Generation via Pre-trained StyleGAN [YIN+, ECCV22]

https://arxiv.org/abs/2203.04036

https://feiiyin.github.io/StyleHEAT/

StyleGANを用いた手法(Latent Image Animation)の中では有力

Latent Image Animator: Learning to Animate Images via Latent Space Navigation [Wang+, ICLR22]を引用している

Freeform Body Motion Generation from Speech [Xu+, CVPR22]

https://arxiv.org/abs/2203.02291

https://github.com/TheTempAccount/Co-Speech-Motion-Generation#readme

Image Animation

Posted by vastee