SOTAVerified

3D Face Reconstruction

3D Face Reconstruction is a computer vision task that involves creating a 3D model of a human face from a 2D image or a set of images. The goal of 3D face reconstruction is to reconstruct a digital 3D representation of a person's face, which can be used for various applications such as animation, virtual reality, and biometric identification.

( Image credit: 3DDFA_V2 )

Papers

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Showing 101–150 of 211 papers

TitleStatusHype
3D Face Reconstruction by Learning from Synthetic Data—0
3D Face Reconstruction for Forensic Recognition -- A Survey—0
3D Face Reconstruction from Light Field Images: A Model-free Approach—0
3D Face Reconstruction From Radar Images—0
3D face reconstruction from single image with generative adversarial networks—0
3D Face Reconstruction: the Road to Forensics—0
3D Face Reconstruction Using Color Photometric Stereo with Uncalibrated Near Point Lights—0
3D face reconstruction with dense landmarks—0
3D Face Reconstruction with Geometry Details from a Single Image—0
3D Face Reconstruction With Geometry Details From a Single Color Image Under Occluded Scenes—0
3D Face Reconstruction with Region Based Best Fit Blending Using Mobile Phone for Virtual Reality Based Social Media—0
3D Face Tracking and Texture Fusion in the Wild—0
3D human tongue reconstruction from single "in-the-wild" images—0
3D-TalkEmo: Learning to Synthesize 3D Emotional Talking Head—0
Accurate 3D Face Reconstruction with Facial Component Tokens—0
Adaptive 3D Face Reconstruction From Unconstrained Photo Collections—0
Adaptive 3D Face Reconstruction from a Single Image—0
A Human Ear Reconstruction Autoencoder—0
A Large-Scale 3D Face Mesh Video Dataset via Neural Re-parameterized Optimization—0
A Review of 3D Face Reconstruction From a Single Image—0
An Adversarial Neuro-Tensorial Approach For Learning Disentangled Representations—0
Angle Range and Identity Similarity Enhanced Gaze and Head Redirection based on Synthetic data—0
A Perceptual Shape Loss for Monocular 3D Face Reconstruction—0
A Self-Supervised Bootstrap Method for Single-Image 3D Face Reconstruction—0
ASM: Adaptive Skinning Model for High-Quality 3D Face Modeling—0
Attention based Occlusion Removal for Hybrid Telepresence Systems—0
Audio-Driven 3D Facial Animation from In-the-Wild Videos—0
Automated 3D Face Reconstruction From Multiple Images Using Quality Measures—0
AVFace: Towards Detailed Audio-Visual 4D Face Reconstruction—0
BabyNet: Reconstructing 3D faces of babies from uncalibrated photographs—0
BareSkinNet: De-makeup and De-lighting via 3D Face Reconstruction—0
CNN-based Real-time Dense Face Reconstruction with Inverse-rendered Photo-realistic Face Images—0
Continuous Landmark Detection With 3D Queries—0
Deception Detection by 2D-to-3D Face Reconstruction from Videos—0
Disentangling Features in 3D Face Shapes for Joint Face Reconstruction and Recognition—0
Disjoint Pose and Shape for 3D Face Reconstruction—0
DNPM: A Neural Parametric Model for the Synthesis of Facial Geometric Details—0
End-to-end 3D face reconstruction with deep neural networks—0
Enhancing Face Recognition With Self-Supervised 3D Reconstruction—0
Evaluation of Dense 3D Reconstruction from 2D Face Images in the Wild—0
Everybody's Talkin': Let Me Talk as You Want—0
Exploring 3D-aware Lifespan Face Aging via Disentangled Shape-Texture Representations—0
Exploring 3D Face Reconstruction and Fusion Methods for Face Verification: A Case-Study in Video Surveillance—0
Eyeglasses 3D shape reconstruction from a single face image—0
Face Alignment Across Large Poses: A 3D Solution—0
FaceCLIPNeRF: Text-driven 3D Face Manipulation using Deformable Neural Radiance Fields—0
Face De-occlusion using 3D Morphable Model and Generative Adversarial Network—0
FaceGPT: Self-supervised Learning to Chat about 3D Human Faces—0
FaceLift: Semi-supervised 3D Facial Landmark Localization—0
Face Video Deblurring Using 3D Facial Priors—0
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All datasetsREALYREALY (side-view)NoW BenchmarkFlorenceAFLW2000-3DStirling-HQ (FG2018 3D face reconstruction challenge)Stirling-LQ (FG2018 3D face reconstruction challenge)13.8

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1N-3DMMall2.95—Unverified
2EMOCA-fall2.39—Unverified
3ExpNetall2.31—Unverified
4RingNetall2.26—Unverified
5DECA-fall2.21—Unverified
6MICAall2.13—Unverified
7EMOCA-call2.1—Unverified
8SynergyNetall2.02—Unverified
9CESTall2.02—Unverified
10PRNetall2.01—Unverified
#ModelMetricClaimedVerifiedStatus
1ExpNetall2.48—Unverified
2EMOCA-fall2.4—Unverified
3DECA-fall2.26—Unverified
4RingNetall2.26—Unverified
5MICAall2.15—Unverified
6EMOCA-call2.13—Unverified
7DECA-call2.11—Unverified
8PRNetall2.03—Unverified
9SynergyNetall2.01—Unverified
10SADRNetall1.96—Unverified
#ModelMetricClaimedVerifiedStatus
13DMM-CNNMedian Reconstruction Error1.84—Unverified
2UMDFAMedian Reconstruction Error1.52—Unverified
3PRNetMedian Reconstruction Error1.5—Unverified
4MGCNetMedian Reconstruction Error1.31—Unverified
5SynergyNetMedian Reconstruction Error1.27—Unverified
6Dib et al. 2021Median Reconstruction Error1.26—Unverified
7Deng et al. 2019Median Reconstruction Error1.23—Unverified
83DDFA_V2Median Reconstruction Error1.23—Unverified
9RingNetMedian Reconstruction Error1.21—Unverified
10FLAME templateMedian Reconstruction Error1.21—Unverified
#ModelMetricClaimedVerifiedStatus
13DDFAMean NME 6.38—Unverified
2VRN-GuidedMean NME 5.27—Unverified
3PRNMean NME 3.76—Unverified
43DDFA_V2Mean NME3.56—Unverified
5Tran et al.RMSE Cooperative1.97—Unverified
63DMM-CNNAverage 3D Error1.93—Unverified
7itwmmAverage 3D Error1.82—Unverified
8Genova et al.RMSE Cooperative1.78—Unverified
9Piotraschke and BlanzRMSE Cooperative1.68—Unverified
10Deep3DFaceReconstructionRMSE Cooperative1.66—Unverified
#ModelMetricClaimedVerifiedStatus
1DeFAMean NME 5.65—Unverified
23DDFAMean NME 5.37—Unverified
3PRNMean NME 3.96—Unverified
43DDFA-V2Mean NME 3.56—Unverified
5B-spline FFDMean NME 3.51—Unverified
6VGG-FMean NME 3.42—Unverified
7SADRNetMean NME 3.25—Unverified
8DSFNet-isMean NME3.16—Unverified
#ModelMetricClaimedVerifiedStatus
1PRNetMean Reconstruction Error (mm)2.06—Unverified
2RingNetMean Reconstruction Error (mm)2.02—Unverified
33DDFA_V2Mean Reconstruction Error (mm)1.91—Unverified
4DECAMean Reconstruction Error (mm)1.89—Unverified
#ModelMetricClaimedVerifiedStatus
1PRNetMean Reconstruction Error (mm)2.38—Unverified
23DDFA_V2Mean Reconstruction Error (mm)2.1—Unverified
3RingNetMean Reconstruction Error (mm)2.08—Unverified
4DECAMean Reconstruction Error (mm)1.91—Unverified
#ModelMetricClaimedVerifiedStatus
1Djehutynakht0..5sec0—Unverified