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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
Robust Geometry and Reflectance Disentanglement for 3D Face Reconstruction from Sparse-view Images—0
S2F2: Self-Supervised High Fidelity Face Reconstruction from Monocular Image—0
S^3-Face: SSS-Compliant Facial Reflectance Estimation via Diffusion Priors—0
Segmentation-Reconstruction-Guided Facial Image De-occlusion—0
Self-Supervised 3D Face Reconstruction via Conditional Estimation—0
Self-Supervised Geometry-Aware Encoder for Style-Based 3D GAN Inversion—0
Semi-supervised 3D Face Reconstruction with Nonlinear Disentangled Representations—0
Semi-Supervised Monocular 3D Face Reconstruction With End-to-End Shape-Preserved Domain Transfer—0
Sketch-1-to-3: One Single Sketch to 3D Detailed Face Reconstruction—0
Skull-to-Face: Anatomy-Guided 3D Facial Reconstruction and Editing—0
Sparse Photometric 3D Face Reconstruction Guided by Morphable Models—0
Spatial Pyramid Context-Aware Moving Object Detection and Tracking for Full Motion Video and Wide Aerial Motion Imagery—0
Stable Video Portraits—0
0-1 laws for pattern occurrences in phylogenetic trees and networks—0
TAEN: Temporal Aware Embedding Network for Few-Shot Action Recognition—0
Template Inversion Attack against Face Recognition Systems using 3D Face Reconstruction—0
Towards High Fidelity Monocular Face Reconstruction with Rich Reflectance using Self-supervised Learning and Ray Tracing—0
Towards High-fidelity Nonlinear 3D Face Morphable Model—0
Towards NIR-VIS Masked Face Recognition—0
Uncertainty-Aware Mesh Decoder for High Fidelity 3D Face Reconstruction—0
Unconstrained 3D Face Reconstruction—0
Unsupervised Style-based Explicit 3D Face Reconstruction from Single Image—0
VGG-Tex: A Vivid Geometry-Guided Facial Texture Estimation Model for High Fidelity Monocular 3D Face Reconstruction—0
Video Transformer for Deepfake Detection with Incremental Learning—0
VRMM: A Volumetric Relightable Morphable Head Model—0
Weakly-Supervised Photo-realistic Texture Generation for 3D Face Reconstruction—0
What Makes Kevin Spacey Look Like Kevin Spacey—0
What Makes Tom Hanks Look Like Tom Hanks—0
Survey on 3D face reconstruction from uncalibrated images—0
3D Dense Face Alignment via Graph Convolution Networks—0
3D Dense Face Alignment with Fused Features by Aggregating CNNs and GCNs—0
3D Face Morphable Models "In-the-Wild"—0
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
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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