A curated list of awesome 3D Face resources(code and paper)
- Google group to help foster a research community interested in 3DMMs, share resources etc.: https://groups.google.com/forum/#!forum/3d-morphable-models
- Basel Face Model 2009: http://faces.cs.unibas.ch/bfm/?nav=1-0&id=basel_face_model
- Basel Face Model 2017: http://faces.cs.unibas.ch/bfm/bfm2017.html
- Large Scale 3D Morphable Model: https://xip.uclb.com/i/healthcare_tools/LSFM.html
- Liverpool-York Head Model: https://www-users.cs.york.ac.uk/~nep/research/LYHM/
- Multilinear Autoencoder for 3D Face Model Learning: http://mae.gforge.inria.fr/
- Statistical 3D Shape Models of Human Faces: http://facepage.gforge.inria.fr/
- Surrey Face Model https://cvssp.org/facemodel
- Articulated Expressive Head Model (FLAME): http://flame.is.tue.mpg.de/
- Convolutional Mesh Autoencoder (CoMA): http://coma.is.tue.mpg.de/
- 2DASL: Joint 3D Face Reconstruction and Dense Face Alignment from A Single Image with 2D-Assisted Self-Supervised Learning [paper] [code]
- MVF-Net: Multi-View 3D Face Morphable Model Regression [paper] [code]
- Dense 3D Face Decoding Over 2500FPS: Joint Texture & Shape Convolutional Mesh Decoders [paper]
- Towards High-Fidelity Nonlinear 3D Face Morphable Model [paper] [project]
- Combining 3D Morphable Models: A Large Scale Face-And-Head Model [paper]
- Disentangled Representation Learning for 3D Face Shape [paper] [code]
- Self-Supervised Adaptation of High-Fidelity Face Models for Monocular Performance Tracking [paper]
- MMFace: A Multi-Metric Regression Network for Unconstrained Face Reconstruction [paper]
- RingNet: Learning to Regress 3D Face Shape and Expression From an Image Without 3D Supervision [paper] [code] [project]
- Boosting Local Shape Matching for Dense 3D Face Correspondence [paper]
- FML: Face Model Learning From Videos [paper]
- 3D Morphable Model fitting using edge features: https://github.com/waps101/3DMM_edges
- Basic 3D Morphable Model fitting: https://github.com/anhttran/3dmm_basic
- A lightweight 3D Morphable Model fitting library: https://github.com/patrikhuber/eos
- Probabilistic Fitting: https://github.com/unibas-gravis/scalismo-faces
- Deep Neural Network parameter regression: https://talhassner.github.io/home/publication/2017_CVPR
- Expression-Net: https://github.com/fengju514/Expression-Net
- Face-Pose-Net: https://github.com/fengju514/Face-Pose-Net
- Shape-Net: https://github.com/anhttran/3dmm_cnn
- Extreme 3D Face Reconstruction: https://github.com/anhttran/extreme_3d_faces
- FLAME fitting: Chumpy-based framework, Tensorflow-based framework
- 3D face shape and expression regression network (RingNet): https://github.com/soubhiksanyal/RingNet
- Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network https://github.com/YadiraF/PRNet
- Unrestricted Facial Geometry Reconstruction Using Image-to-Image Translation https://github.com/matansel/pix2vertex
- 3D Morphable Models as Spatial Transformer Networks https://github.com/anilbas/3DMMasSTN
- Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric Regression https://github.com/AaronJackson/vrn
- Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set https://github.com/microsoft/Deep3DFaceReconstruction
- Facial Detail synthesis https://github.com/apchenstu/Facial_Details_Synthesis