Face Reconstruction

Description from the archive archive 2025-07-28.

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

4 datasets whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

1 subtask in the archive's task tree.

Parent tasks archive 2025-07-28

Most implemented papers archive 2025-07-28

30 shown of 83 papers with code (259 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• RetinaFace: Single-Shot Multi-Level Face Localisation in the Wild
  1 Jun 2020 9 repositories listed
  Though tremendous strides have been made in uncontrolled face detection, accurate and efficient 2D face alignment and 3D face reconstruction in-the-wild remain an open challenge.
• Regressing Robust and Discriminative 3D Morphable Models with a very Deep Neural Network
  15 Dec 2016 5 repositories listed
  The 3D shapes of faces are well known to be discriminative.
• Perspective Reconstruction of Human Faces by Joint Mesh and Landmark Regression
  15 Aug 2022 4 repositories listed
  Even though 3D face reconstruction has achieved impressive progress, most orthogonal projection-based face reconstruction methods can not achieve accurate and consistent reconstruction results when the face is very…
• Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set
  20 Mar 2019 4 repositories listed Syntology ran 11 of 36 samples · 25 unverified
  Recently, deep learning based 3D face reconstruction methods have shown promising results in both quality and efficiency.
• Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network
  21 Mar 2018 4 repositories listed Syntology ran 0 of 10 samples · 10 unverified
  We propose a straightforward method that simultaneously reconstructs the 3D facial structure and provides dense alignment.
• Towards Fast, Accurate and Stable 3D Dense Face Alignment
  21 Sep 2020 3 repositories listed Syntology ran 6 of 10 samples · 4 unverified · 3 pointer-only (licence)
  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.
• Towards High-Fidelity 3D Face Reconstruction from In-the-Wild Images Using Graph Convolutional Networks
  12 Mar 2020 3 repositories listed Syntology ran 4 of 15 samples · 11 unverified
  In this paper, we introduce a method to reconstruct 3D facial shapes with high-fidelity textures from single-view images in-the-wild, without the need to capture a large-scale face texture database.
• Real-time Facial Surface Geometry from Monocular Video on Mobile GPUs
  15 Jul 2019 3 repositories listed Syntology ran 0 of 7 samples · 7 unverified
  The relatively dense mesh model of 468 vertices is well-suited for face-based AR effects.
• Bridging the Gaps: Utilizing Unlabeled Face Recognition Datasets to Boost Semi-Supervised Facial Expression Recognition
  23 Oct 2024 2 repositories listed
  In addition, to further alleviate the scarcity of labeled and diverse images, we propose a Mixup-based data augmentation strategy tailored for facial images, and the loss weights of real and virtual images are…
• TIFace: Improving Facial Reconstruction through Tensorial Radiance Fields and Implicit Surfaces
  15 Dec 2023 2 repositories listed Syntology ran 8 of 11 samples · 3 unverified
  This report describes the solution that secured the first place in the "View Synthesis Challenge for Human Heads (VSCHH)" at the ICCV 2023 workshop.
• 3D Face Reconstruction with the Geometric Guidance of Facial Part Segmentation
  1 Dec 2023 2 repositories listed
  In this paper, we fully utilize the facial part segmentation geometry by introducing Part Re-projection Distance Loss (PRDL).
• FaceDNeRF: Semantics-Driven Face Reconstruction, Prompt Editing and Relighting with Diffusion Models
  1 Jun 2023 2 repositories listed Syntology ran 3 of 3 samples · 0 unverified · 3 pointer-only (licence)
  The ability to create high-quality 3D faces from a single image has become increasingly important with wide applications in video conferencing, AR/VR, and advanced video editing in movie industries.
• HairMapper: Removing Hair From Portraits Using GANs
  1 Jan 2022 2 repositories listed
  Removing hair from portrait images is challenging due to the complex occlusions between hair and face, as well as the lack of paired portrait data with/without hair.
• Learning an Animatable Detailed 3D Face Model from In-The-Wild Images
  7 Dec 2020 2 repositories listed
  Some methods produce faces that cannot be realistically animated because they do not model how wrinkles vary with expression.
• One-shot Face Reenactment
  5 Aug 2019 2 repositories listed
  However, in real-world scenario end-users often only have one target face at hand, rendering existing methods inapplicable.
• 3D Face Reconstruction from A Single Image Assisted by 2D Face Images in the Wild
  22 Mar 2019 2 repositories listed
  3D face reconstruction from a single 2D image is a challenging problem with broad applications.
• Face Alignment in Full Pose Range: A 3D Total Solution
  2 Apr 2018 2 repositories listed Syntology ran 2 of 3 samples · 1 unverified
  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…
• 3D Face Reconstruction Error Decomposed: A Modular Benchmark for Fair and Fast Method Evaluation
  23 May 2025 1 repository listed
  Furthermore, we propose a new component, namely correction, and present a computationally efficient approach that penalizes for mesh topology inconsistency.
• Learning Person-Specific Animatable Face Models from In-the-Wild Images via a Shared Base Model
  1 Jan 2025 1 repository listed
  These person-specific models excel at capturing individual facial shapes and detailed features while preserving the robustness and prior knowledge of detail variations from the base model.
• 3D-GANTex: 3D Face Reconstruction with StyleGAN3-based Multi-View Images and 3DDFA based Mesh Generation
  21 Oct 2024 1 repository listed
  This paper tries to tackle this problem by introducing a novel method for texture estimation from a single image by first using StyleGAN and 3D Morphable Models.
• MPF-GAN: an enhanced architecture for 3D face reconstruction
  10 Oct 2024 1 repository listed
  The results show that our multi-task learning approach significantly improves the loss function for delicate facial parts, thus enhancing the quality of reconstruction in these specific areas.
• S2TD-Face: Reconstruct a Detailed 3D Face with Controllable Texture from a Single Sketch
  2 Aug 2024 1 repository listed
  Furthermore, S2TD-Face introduces a texture control module utilizing text prompts to select the most suitable textures from a library and seamlessly integrate them into the geometry, resulting in a 3D detailed face with…
• Face Reconstruction Transfer Attack as Out-of-Distribution Generalization
  2 Jul 2024 1 repository listed
  Understanding the vulnerability of face recognition systems to malicious attacks is of critical importance.
• 3D Facial Expressions through Analysis-by-Neural-Synthesis
  5 Apr 2024 1 repository listed
  Instead, SMIRK replaces the differentiable rendering with a neural rendering module that, given the rendered predicted mesh geometry, and sparsely sampled pixels of the input image, generates a face image.
• 3D Face Reconstruction Using A Spectral-Based Graph Convolution Encoder
  8 Mar 2024 1 repository listed
  To overcome this limitation and enhance the reconstruction of 3D structural features, we propose an innovative approach that integrates existing 2D features with 3D features to guide the model learning process.
• Eye Motion Matters for 3D Face Reconstruction
  18 Jan 2024 1 repository listed
  Recent advances in single-image 3D face reconstruction have shown remarkable progress in various applications.
• UV-IDM: Identity-Conditioned Latent Diffusion Model for Face UV-Texture Generation
  1 Jan 2024 1 repository listed
  To solve these problems we introduce an Identity-Conditioned Latent Diffusion Model for face UV-texture generation (UV-IDM) to generate photo-realistic textures based on the Basel Face Model (BFM).
• ImFace++: A Sophisticated Nonlinear 3D Morphable Face Model with Implicit Neural Representations
  7 Dec 2023 1 repository listed Syntology ran 11 of 15 samples · 4 unverified
  Accurate representations of 3D faces are of paramount importance in various computer vision and graphics applications.
• Unveiling the Two-Faced Truth: Disentangling Morphed Identities for Face Morphing Detection
  5 Jun 2023 1 repository listed
  Over time they have become simpler to perform and more realistic, as such, the usage of deep learning systems to detect these attacks has grown.
• Face Animation with an Attribute-Guided Diffusion Model
  6 Apr 2023 1 repository listed Syntology ran 3 of 12 samples · 9 unverified
  Face animation has achieved much progress in computer vision.

Syntology lines on 10 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.