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Greatest papers with code

Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network

ECCV 2018 YadiraF/PRNet

We propose a straightforward method that simultaneously reconstructs the 3D facial structure and provides dense alignment.

3D FACE RECONSTRUCTION FACE ALIGNMENT FACE MODEL

Face Alignment in Full Pose Range: A 3D Total Solution

2 Apr 2018cleardusk/3DDFA

In this paper, we propose to tackle these three challenges in an new alignment framework termed 3D Dense Face Alignment (3DDFA), in which a dense 3D Morphable Model (3DMM) is fitted to the image via Cascaded Convolutional Neural Networks.

3D POSE ESTIMATION DEPTH IMAGE ESTIMATION FACE ALIGNMENT FACE MODEL FACE RECONSTRUCTION

A Multiresolution 3D Morphable Face Model and Fitting Framework

1 Feb 2016patrikhuber/eos

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.

3D FACE RECONSTRUCTION FACE GENERATION FACE MODEL FACE RECOGNITION FACIAL LANDMARK DETECTION HEAD POSE ESTIMATION

Generating 3D faces using Convolutional Mesh Autoencoders

ECCV 2018 anuragranj/coma

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

Face Synthesis for Eyeglass-Robust Face Recognition

4 Jun 2018cleardusk/MeGlass

A feasible method is to collect large-scale face images with eyeglasses for training deep learning methods.

FACE GENERATION FACE MODEL FACE RECOGNITION ROBUST FACE RECOGNITION

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

7 Dec 2020YadiraF/DECA

Our DECA (Detailed Expression Capture and Animation) model is trained to robustly produce a UV displacement map from a low-dimensional latent representation that consists of person-specific detail parameters and generic expression parameters, while a regressor is trained to predict detail, shape, albedo, expression, pose and illumination parameters from a single image.

3D FACE RECONSTRUCTION FACE MODEL

Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations

NeurIPS 2019 vsitzmann/scene-representation-networks

Unsupervised learning with generative models has the potential of discovering rich representations of 3D scenes.

FACE MODEL NOVEL VIEW SYNTHESIS

GIF: Generative Interpretable Faces

31 Aug 2020ParthaEth/GIF

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

3D FACE MODELING FACE MODEL