Synthetic data in human analysis: A survey
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 …
of applications, such as biometric recognition, action recognition, as well as person re …
[HTML][HTML] Survey on 3D face reconstruction from uncalibrated images
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 …
analysis and its applications. Despite providing a more accurate representation of the face …
Retinaface: Single-shot multi-level face localisation in the wild
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 …
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
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 …
3d morphable face models—past, present, and future
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 …
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
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 …
3D Dense Head Alignment in-the-wild. It contains annotations of over 3.5 K landmarks that …
Evaluation of biases in remote photoplethysmography methods
This work investigates the estimation biases of remote photoplethysmography (rPPG)
methods for pulse rate measurement across diverse demographics. Advances in …
methods for pulse rate measurement across diverse demographics. Advances in …
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) …
Deep facial non-rigid multi-view stereo
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 …
expressions. We formulate this problem from the perspective of non-rigid multi-view stereo …
3d face recognition: Two decades of progress and prospects
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 …
decades due to its wide range of applications in many areas, such as security and forensics …