Face Model
68 papers with code • 0 benchmarks • 5 datasets
Benchmarks
These leaderboards are used to track progress in Face Model
Libraries
Use these libraries to find Face Model models and implementations
FaceWarehouse
FaceScape
HUMBI
MeGlass
Most implemented papers
Learning an Animatable Detailed 3D Face Model from In-The-Wild Images
YadiraF/DECA
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Some methods produce faces that cannot be realistically animated because they do not model how wrinkles vary with expression.
ImFace: A Nonlinear 3D Morphable Face Model with Implicit Neural Representations
mingwuzheng/imface
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CVPR 2022
Precise representations of 3D faces are beneficial to various computer vision and graphics applications.
Next3D: Generative Neural Texture Rasterization for 3D-Aware Head Avatars
MrTornado24/FENeRF
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CVPR 2023
We propose a novel 3D GAN framework for unsupervised learning of generative, high-quality and 3D-consistent facial avatars from unstructured 2D images.
Multilinear Wavelets: A Statistical Shape Space for Human Faces
We show that in comparison to a global multilinear model, our model better preserves fine detail and is computationally faster, while in comparison to a localized PCA model, our model better handles variation in expression, is faster, and allows us to fix identity parameters for a given subject.
Review of Statistical Shape Spaces for 3D Data with ComparativeAnalysis for Human Faces
Due to the wide avail-ability of databases of high-quality data, we use the human face as the specific shape we wish to extract from corrupted data.
3D faces in motion: Fully automatic registration and statistical analysis
The resulting statistical analysis is applied to automatically generate realistic facial animations and to recognize dynamic facial expressions.
A Groupwise Multilinear Correspondence Optimization for 3D Faces
To compute a high-quality multilinear face model, the quality of the registration of the database of 3D face scans used for training is essential.
A Multiresolution 3D Morphable Face Model and Fitting Framework
In this paper, we present the Surrey Face Model, a multi-resolution 3D Morphable Model that we make available to the public for non-commercial purposes.
A Robust Multilinear Model Learning Framework for 3D Faces
Multilinear models are widely used to represent the statistical variations of 3D human faces as they decouple shape changes due to identity and expression.
Photorealistic Facial Texture Inference Using Deep Neural Networks
rjaisw12/3DFaceFitting
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CVPR 2017
We present a data-driven inference method that can synthesize a photorealistic texture map of a complete 3D face model given a partial 2D view of a person in the wild.
