3D Face Modelling
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Benchmarks
Voxceleb-3D
LFW
Most implemented
Learning a model of facial shape and expression from 4D scans
Synergy between 3DMM and 3D Landmarks for Accurate 3D Facial Geometry
DeepFace: Closing the Gap to Human-Level Performance in Face Verification
Towards Fast, Accurate and Stable 3D Dense Face Alignment
Learning an Animatable Detailed 3D Face Model from In-The-Wild Images
Generating 3D faces using Convolutional Mesh Autoencoders
Papers
LeGO: Leveraging a Surface Deformation Network for Animatable Stylized Face Generation with One Example
Recent advances in 3D face stylization have made significant strides in few to zero-shot settings. However, the degree of stylization achieved by existing methods is often not sufficient for practical applications becaus…
3D Face Animation3D Face ModellingFace GenerationFace Model+13DMM-RF: Convolutional Radiance Fields for 3D Face Modeling
Facial 3D Morphable Models are a main computer vision subject with countless applications and have been highly optimized in the last two decades. The tremendous improvements of deep generative networks have created vario…
3D Face ModellingNovel View SynthesisControllable 3D Generative Adversarial Face Model via Disentangling Shape and Appearance
3D face modeling has been an active area of research in computer vision and computer graphics, fueling applications ranging from facial expression transfer in virtual avatars to synthetic data generation. Existing 3D dee…
3D Face ModellingFace ModelSynthetic Data GenerationCross-Modal Perceptionist: Can Face Geometry be Gleaned from Voices?
This work digs into a root question in human perception: can face geometry be gleaned from one's voices? Previous works that study this question only adopt developments in image synthesis and convert voices into face ima…
3D Face Modelling3D Face ReconstructionImage GenerationControllable Evaluation and Generation of Physical Adversarial Patch on Face Recognition
Recent studies have revealed the vulnerability of face recognition models against physical adversarial patches, which raises security concerns about the deployed face recognition systems. However, it is still challenging…
3D Face ModellingFace RecognitionPhysically-Guided Disentangled Implicit Rendering for 3D Face Modeling
This paper presents a novel Physically-guided Disentangled Implicit Rendering (PhyDIR) framework for high-fidelity 3D face modeling. The motivation comes from two observations: widely-used graphics renderers yield ex…
3D Face ModellingNeural Rendering