Towards fast, accurate and stable 3d dense face alignment

J Guo, X Zhu, Y Yang, F Yang, Z Lei, SZ Li - European Conference on …, 2020 - Springer
Existing methods of 3D dthus limiting the scope of their practical applications. In this paper,
we propose a novel regression framework which makes a balance among speed, accuracy …

Retinaface: Single-shot multi-level face localisation in the wild

J Deng, J Guo, E Ververas, I Kotsia… - Proceedings of the …, 2020 - openaccess.thecvf.com
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 …

3d morphable face models—past, present, and future

B Egger, WAP Smith, A Tewari, S Wuhrer… - ACM Transactions on …, 2020 - dl.acm.org
In this article, we provide a detailed survey of 3D Morphable Face Models over the 20 years
since they were first proposed. The challenges in building and applying these models …

Synergy between 3dmm and 3d landmarks for accurate 3d facial geometry

CY Wu, Q Xu, U Neumann - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
This work studies learning from a synergy process of 3D Morphable Models (3DMM) and 3D
facial landmarks to predict complete 3D facial geometry, including 3D alignment, face …

Regression-based methods for face alignment: A survey

I Gogić, J Ahlberg, IS Pandžić - Signal Processing, 2021 - Elsevier
Face alignment is the process of determining a face shape given its location and size in an
image. It is used as a basis for other facial analysis tasks and for human-machine interaction …

On learning 3d face morphable model from in-the-wild images

L Tran, X Liu - IEEE transactions on pattern analysis and …, 2019 - ieeexplore.ieee.org
As a classic statistical model of 3D facial shape and albedo, 3D Morphable Model (3DMM) is
widely used in facial analysis, eg, model fitting, image synthesis. Conventional 3DMM is …

3D face reconstruction from a single image assisted by 2D face images in the wild

X Tu, J Zhao, M Xie, Z Jiang… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
3D face reconstruction from a single image is an important task in many multimedia
applications. Recent works typically learn a CNN-based 3D face model that regresses …

DSFNet: Dual space fusion network for occlusion-robust 3D dense face alignment

H Li, B Wang, Y Cheng… - Proceedings of the …, 2023 - openaccess.thecvf.com
Sensitivity to severe occlusion and large view angles limits the usage scenarios of the
existing monocular 3D dense face alignment methods. The state-of-the-art 3DMM-based …

Joint face detection and facial motion retargeting for multiple faces

B Chaudhuri, N Vesdapunt… - Proceedings of the IEEE …, 2019 - openaccess.thecvf.com
Facial motion retargeting is an important problem in both computer graphics and vision,
which involves capturing the performance of a human face and transferring it to another 3D …

Reda: reinforced differentiable attribute for 3d face reconstruction

W Zhu, HT Wu, Z Chen… - Proceedings of the …, 2020 - openaccess.thecvf.com
The key challenge for 3D face shape reconstruction is to build the correct dense face
correspondence between the deformable mesh and the single input image. Given the ill …