Imface: A nonlinear 3d morphable face model with implicit neural representations
Precise representations of 3D faces are beneficial to various computer vision and graphics
applications. Due to the data discretization and model linearity however, it remains …
applications. Due to the data discretization and model linearity however, it remains …
Instant 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) …
slow and commonly address the problem in two separate steps; multi-view stereo (MVS) …
3D statistical head modeling for face/head-related product design: a state-of-the-art review
In the field of face/head-related product design, 3D statistical models (3DSMs) of human
heads and faces are widely used to model geometric variations, generate representative …
heads and faces are widely used to model geometric variations, generate representative …
Static and motion facial analysis for craniofacial assessment and diagnosing diseases
Deviation from a normal facial shape and symmetry can arise from numerous sources,
including physical injury and congenital birth defects. Such abnormalities can have …
including physical injury and congenital birth defects. Such abnormalities can have …
3dmm-rf: Convolutional radiance fields for 3d face modeling
Abstract 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 …
applications and have been highly optimized in the last two decades. The tremendous …
Scantalk: 3d talking heads from unregistered scans
Speech-driven 3D talking heads generation has emerged as a significant area of interest
among researchers, presenting numerous challenges. Existing methods are constrained by …
among researchers, presenting numerous challenges. Existing methods are constrained by …
4D facial analysis: A survey of datasets, algorithms and applications
Facial information plays an important role in human communication, eg, rich and nuanced
facial expressions effectively convey emotions. Traditional data such as 2D facial images …
facial expressions effectively convey emotions. Traditional data such as 2D facial images …
Deep Learning in Fringe Projection: a Review
H Liu, N Yan, B Shao, S Yuan, X Zhang - Neurocomputing, 2024 - Elsevier
Fringe projection is widely recognized as a prominent technique for 3D measurement, owing
to its non-contact nature, high precision, and exceptional spatial resolution. However, it …
to its non-contact nature, high precision, and exceptional spatial resolution. However, it …
Toward mesh-invariant 3d generative deep learning with geometric measures
Abstract 3D generative modeling is accelerating as the technology allowing the capture of
geometric data is develo**. However, the acquired data is often inconsistent, resulting in …
geometric data is develo**. However, the acquired data is often inconsistent, resulting in …
Towards fine-grained optimal 3d face dense registration: An iterative dividing and diffusing method
Z Fan, S Peng, S **a - International Journal of Computer Vision, 2023 - Springer
Dense vertex-to-vertex correspondence (ie registration) between 3D faces is a fundamental
and challenging issue for 3D &2D face analysis. While the sparse landmarks are definite …
and challenging issue for 3D &2D face analysis. While the sparse landmarks are definite …