Synthetic data in human analysis: A survey

I Joshi, M Grimmer, C Rathgeb, C Busch… - … on Pattern Analysis …, 2024 - ieeexplore.ieee.org
Deep neural networks have become prevalent in human analysis, boosting the performance
of applications, such as biometric recognition, action recognition, as well as person re …

[HTML][HTML] Survey on 3D face reconstruction from uncalibrated images

A Morales, G Piella, FM Sukno - Computer Science Review, 2021 - Elsevier
Recently, a lot of attention has been focused on the incorporation of 3D data into face
analysis and its applications. Despite providing a more accurate representation of the face …

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 …

Imface: A nonlinear 3d morphable face model with implicit neural representations

M Zheng, H Yang, D Huang… - Proceedings of the IEEE …, 2022 - openaccess.thecvf.com
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 …

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 …

Dad-3dheads: A large-scale dense, accurate and diverse dataset for 3d head alignment from a single image

T Martyniuk, O Kupyn, Y Kurlyak… - Proceedings of the …, 2022 - openaccess.thecvf.com
We present DAD-3DHeads, a dense and diverse large-scale dataset, and a robust model for
3D Dense Head Alignment in-the-wild. It contains annotations of over 3.5 K landmarks that …

Evaluation of biases in remote photoplethysmography methods

A Dasari, SKA Prakash, LA Jeni, CS Tucker - NPJ digital medicine, 2021 - nature.com
This work investigates the estimation biases of remote photoplethysmography (rPPG)
methods for pulse rate measurement across diverse demographics. Advances in …

Instant multi-view head capture through learnable registration

T Bolkart, T Li, MJ Black - … of the IEEE/CVF Conference on …, 2023 - openaccess.thecvf.com
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) …

Deep facial non-rigid multi-view stereo

Z Bai, Z Cui, JA Rahim, X Liu… - Proceedings of the ieee …, 2020 - openaccess.thecvf.com
We present a method for 3D face reconstruction from multi-view images with different
expressions. We formulate this problem from the perspective of non-rigid multi-view stereo …

3d face recognition: Two decades of progress and prospects

Y Guo, H Wang, L Wang, Y Lei, L Liu… - ACM Computing …, 2023 - dl.acm.org
Three-dimensional (3D) face recognition has been extensively investigated in the last two
decades due to its wide range of applications in many areas, such as security and forensics …