3D-Face-Reconstruction/Animation

Something about 3D face reconstruction/animation

Base on 3DMM(Linear combination)

Pub	Title	Links
CVPRW(2019)	Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set	PDF/code
arXiv(2023)	HiFace: High-Fidelity 3D Face Reconstruction by Learning Static and Dynamic Details	PDF

Base on FLAME(Linear combination)

Pub	Title	Links
SIGGRAPH(2021)	DECA: Detailed Expression Capture and Animation	PDF/code
ECCV(2022)	Visual Speech-Aware Perceptual 3D Facial Expression Reconstruction from Videos	PDF/code
CVPR(2022)	DAD-3DHeads: A Large-scale Dense, Accurate and Diverse Dataset for 3D Head Alignment from a Single Image	PDF/code
CVPR(2022)	EMOCA: Emotion Driven Monocular Face Capture and Animation	PDF/code

Base on NeRF

Pub	Title	Links
CVPR(2022)	3D-aware Image Synthesis via Learning Structural and Textural Representations	PDF/code

Base on others(Nonlinear combination)

Pub	Title	Links
ECCV(2022)	3D Face Reconstruction with Dense Landmarks	PDF/web
CVPR(2022)	ImFace: A Nonlinear 3D Morphable Face Model with Implicit Neural Representations	PDF/code
CVPR(2022)	Sparse to Dense Dynamic 3D Facial Expression Generation	PDF/code

3D Facial Animation

Pub	Title	Links
ACM MM(2017)	Audio-Driven Facial Animation by Joint End-to-End Learning of Pose and Emotion	PDF/
CVPR(2022)	FaceFormer: Speech-Driven 3D Facial Animation with Transformers	PDF/code
CVPR(2019)	Capture, Learning, and Synthesis of 3D Speaking Styles	PDF/code
arXiv(2023)	CodeTalker: Speech-Driven 3D Facial Animation with Discrete Motion Prior	PDF/code
arXiv(2022)	Generating Holistic 3D Human Motion from Speech	PDF/Project
arXiv(2023)	EmoTalk: Speech-driven emotional disentanglement for 3D face animation	PDF
arXiv(2023)	MMFace4D: A Large-Scale Multi-Modal 4D Face Dataset for Audio-Driven 3D Face Animation	PDF