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Towards High-Fidelity 3D Face Reconstruction From In-the-Wild Images Using Graph Convolutional Networks

https://doi.org/10.1109/cvpr42600.2020.00593

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Generating 3D Faces Using Convolutional Mesh Autoencoders

inferredcites →https://doi.org/10.1007/978-3-319-46454-1_8openalex-snapshot

Supervised Transformer Network for Efficient Face Detection

inferredcites →https://doi.org/10.1007/978-3-642-33712-3_49openalex-snapshot

Interactive Facial Feature Localization

inferredcites →https://doi.org/10.1007/s11263-017-1009-7openalex-snapshot

Large Scale 3D Morphable Models

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Wavelets on graphs via spectral graph theory

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State-of-the-art of 3D facial reconstruction methods for face recognition based on a single 2D training image per person

inferredcites →https://doi.org/10.1109/3dv.2016.56openalex-snapshot

3D Face Reconstruction by Learning from Synthetic Data

inferredcites →https://doi.org/10.1109/avss.2009.58openalex-snapshot

A 3D Face Model for Pose and Illumination Invariant Face Recognition

inferredcites →https://doi.org/10.1109/cvpr.2005.145openalex-snapshot

Estimating 3D Shape and Texture Using Pixel Intensity, Edges, Specular Highlights, Texture Constraints and a Prior

inferredcites →https://doi.org/10.1109/cvpr.2015.7298682openalex-snapshot

FaceNet: A unified embedding for face recognition and clustering

inferredcites →https://doi.org/10.1109/cvpr.2017.163openalex-snapshot

Regressing Robust and Discriminative 3D Morphable Models with a Very Deep Neural Network

inferredcites →https://doi.org/10.1109/cvpr.2017.589openalex-snapshot

Learning Detailed Face Reconstruction from a Single Image

inferredcites →https://doi.org/10.1109/cvpr.2018.00741openalex-snapshot

UV-GAN: Adversarial Facial UV Map Completion for Pose-Invariant Face Recognition

inferredcites →https://doi.org/10.1109/cvpr.2018.00874openalex-snapshot

Unsupervised Training for 3D Morphable Model Regression

inferredcites →https://doi.org/10.1109/cvpr.2019.00105openalex-snapshot

MVF-Net: Multi-View 3D Face Morphable Model Regression

inferredcites →https://doi.org/10.1109/cvpr.2019.00119openalex-snapshot

Dense 3D Face Decoding Over 2500FPS: Joint Texture & Shape Convolutional Mesh Decoders

inferredcites →https://doi.org/10.1109/cvpr.2019.00125openalex-snapshot

GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction

inferredcites →https://doi.org/10.1109/cvpr.2019.00795openalex-snapshot

Learning to Regress 3D Face Shape and Expression From an Image Without 3D Supervision

inferredcites →https://doi.org/10.1109/cvprw.2019.00038openalex-snapshot

Accurate 3D Face Reconstruction With Weakly-Supervised Learning: From Single Image to Image Set

inferredcites →https://doi.org/10.1109/fg.2018.00021openalex-snapshot

Morphable Face Models - An Open Framework

inferredcites →https://doi.org/10.1109/iccv.2015.425openalex-snapshot

Deep Learning Face Attributes in the Wild

inferredcites →https://doi.org/10.1109/iccv.2017.401openalex-snapshot

MoFA: Model-Based Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction

inferredcites →https://doi.org/10.1109/iccv.2019.00025openalex-snapshot

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Photo-Realistic Facial Details Synthesis From Single Image

inferredcites →https://doi.org/10.1109/tifs.2018.2833032openalex-snapshot

A Light CNN for Deep Face Representation With Noisy Labels

inferredcites →https://doi.org/10.1109/tpami.2003.1227983openalex-snapshot

Face recognition based on fitting a 3D morphable model

inferredcites →https://doi.org/10.1109/tvcg.2013.249openalex-snapshot

FaceWarehouse: A 3D Facial Expression Database for Visual Computing

inferredcites →https://doi.org/10.1145/2072572.2072597openalex-snapshot

The florence 2D/3D hybrid face dataset

inferredcites →https://doi.org/10.1145/311535.311556openalex-snapshot

A morphable model for the synthesis of 3D faces

inferredcites →https://doi.org/10.1145/3130800.3130813openalex-snapshot

Learning a model of facial shape and expression from 4D scans

inferredcites →https://doi.org/10.24963/ijcai.2019/611openalex-snapshot

Multi-Prototype Networks for Unconstrained Set-based Face Recognition

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Detecting Functionality-Specific Vulnerabilities via Retrieving Individual Functionality-Equivalent APIs in Open-Source Repositories

inferredcites →https://doi.org/10.48550/arxiv.1312.6203openalex-snapshot

Spectral Networks and Locally Connected Networks on Graphs

inferredcites →https://doi.org/10.48550/arxiv.1609.02907openalex-snapshot

Semi-Supervised Classification with Graph Convolutional Networks

inferredcites →https://doi.org/10.5220/0005669500790086openalex-snapshot

A Multiresolution 3D Morphable Face Model and Fitting Framework

inferredcites →https://doi.org/10.5281/zenodo.1318390openalex-snapshot

Advances In Deep Learning On Graphs (Gsp'18 Workshop)

What points at this work

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Advanced 3D Face Reconstruction from Single 2D Images Using Enhanced Adversarial Neural Networks and Graph Neural Networks

inferred← citeshttps://doi.org/10.3390/s26010292openalex-snapshot

Knowledge Distillation in Object Detection: A Survey from CNN to Transformer

inferred← citeshttps://doi.org/10.3724/sp.j.1089.2022.18959openalex-snapshot

Large-View 3D Color Face Reconstruction from Dingle Image via UV Location Map and CGAN

inferred← citeshttps://doi.org/10.3724/sp.j.1089.2022.19485openalex-snapshot

Realistic 3D Face Reconstruction Method for Single Image

inferred← citeshttps://doi.org/10.48550/arxiv.2011.12893openalex-snapshot

StyleUV: Diverse and High-fidelity UV Map Generative Model

inferred← citeshttps://doi.org/10.48550/arxiv.2103.15876openalex-snapshot

High-fidelity Face Tracking for AR/VR via Deep Lighting Adaptation

inferred← citeshttps://doi.org/10.48550/arxiv.2104.00825openalex-snapshot

Towards High Fidelity Face Relighting with Realistic Shadows

inferred← citeshttps://doi.org/10.48550/arxiv.2110.09299openalex-snapshot

A Review of 3D Face Reconstruction From a Single Image

inferred← citeshttps://doi.org/10.70675/91222adfzd3fbz4597z9331z5f8ea6b142f0openalex-snapshot

Single-view 3D reconstruction of curves

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