3D Face Alignment
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Benchmarks
AFLW2000-3D
FaceWarehouse
Most implemented
How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks)
FacePoseNet: Making a Case for Landmark-Free Face Alignment
Synergy between 3DMM and 3D Landmarks for Accurate 3D Facial Geometry
img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation
Learning an Animatable Detailed 3D Face Model from In-The-Wild Images
Instant Multi-View Head Capture through Learnable Registration
Papers
Illumination-Robust Camera-Based Heart-Rate Estimation for Physiological Sensing in Robots
Physiological awareness is important for service, social, and assistive robots that interact with humans in everyday environments. Remote photoplethysmography (rPPG) enables non-contact heart-rate (HR) estimation from an…
3D Face AlignmentHierarchical MLANet: Multi-level Attention for 3D Face Reconstruction From Single Images
Recovering 3D face models from 2D in-the-wild images has gained considerable attention in the computer vision community due to its wide range of potential applications. However, the lack of ground-truth labeled datasets …
3D Face Reconstruction3D Face AlignmentRobust 3D Face Alignment with Multi-Path Neural Architecture Search
3D face alignment is a very challenging and fundamental problem in computer vision. Existing deep learning-based methods manually design different networks to regress either parameters of a 3D face model or 3D positions …
3D Face AlignmentFace AlignmentFace ModelNeural Architecture SearchCSANet: Channel Spatial Attention Network for Robust 3D Face Alignment and Reconstruction
Our project proposes an end-to-end 3D face alignment and reconstruction network. The backbone of our model is built by Bottle-Neck structure via Depth-wise Separable Convolution. We integrate Coordinate Attention mechani…
3D Face AlignmentFace Alignment3D Face Alignment Through Fusion of Head Pose Information and Features
The ability of humans to infer head poses from face shapes, and vice versa, indicates a strong correlation between the two. Accordingly, recent studies on face alignment have employed head pose information to predict fac…
3D Face AlignmentFace AlignmentKnowledge DistillationRobust Face AlignmentInstant Multi-View Head Capture through Learnable Registration
Existing methods for capturing datasets of 3D heads in dense semantic correspondence are slow, and commonly address the problem in two separate steps; multi-view stereo (MVS) reconstruction followed by non-rigid registra…
3D Face Alignment3D Face ReconstructionCamera CalibrationMulti-View 3D Shape Retrieval+1