3D FACE MODELING

15 papers with code • 1 benchmarks • 2 datasets

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Greatest papers with code

Towards Fast, Accurate and Stable 3D Dense Face Alignment

cleardusk/3DDFA ECCV 2020

Firstly, on the basis of a lightweight backbone, we propose a meta-joint optimization strategy to dynamically regress a small set of 3DMM parameters, which greatly enhances speed and accuracy simultaneously.

3D FACE MODELING 3D Face Reconstruction +2

Learning an Animatable Detailed 3D Face Model from In-The-Wild Images

YadiraF/DECA 7 Dec 2020

Some methods produce faces that cannot be realistically animated because they do not model how wrinkles vary with expression.

3D Face Alignment 3D Face Animation +4

Generating 3D faces using Convolutional Mesh Autoencoders

anuragranj/coma ECCV 2018

To address this, we introduce a versatile model that learns a non-linear representation of a face using spectral convolutions on a mesh surface.

3D FACE MODELING Face Model

Rotate-and-Render: Unsupervised Photorealistic Face Rotation from Single-View Images

Hangz-nju-cuhk/Rotate-and-Render CVPR 2020

Though face rotation has achieved rapid progress in recent years, the lack of high-quality paired training data remains a great hurdle for existing methods.

3D FACE MODELING Data Augmentation +1

GIF: Generative Interpretable Faces

ParthaEth/GIF 31 Aug 2020

Specifically, we condition StyleGAN2 on FLAME, a generative 3D face model.

3D FACE MODELING Face Model

3D Face Modeling From Diverse Raw Scan Data

liuf1990/3DFC ICCV 2019

Traditional 3D face models learn a latent representation of faces using linear subspaces from limited scans of a single database.

3D FACE MODELING 3D Face Reconstruction +1

Accurate 3D Facial Geometry Prediction by Multi-Task, Multi-Modal, and Multi-Representation Landmark Refinement Network

choyingw/M3-LRN 16 Apr 2021

This work focuses on complete 3D facial geometry prediction, including 3D facial alignment via 3D face modeling and face orientation estimation using the proposed multi-task, multi-modal, and multi-representation landmark refinement network (M$^3$-LRN).

3D FACE MODELING