Facial landmark detection: A literature survey

Y Wu, Q Ji - International Journal of Computer Vision, 2019 - Springer
The locations of the fiducial facial landmark points around facial components and facial
contour capture the rigid and non-rigid facial deformations due to head movements and …

Machine learning for multimodal mental health detection: a systematic review of passive sensing approaches

LS Khoo, MK Lim, CY Chong, R McNaney - Sensors, 2024 - mdpi.com
As mental health (MH) disorders become increasingly prevalent, their multifaceted
symptoms and comorbidities with other conditions introduce complexity to diagnosis, posing …

Fake it till you make it: face analysis in the wild using synthetic data alone

E Wood, T Baltrušaitis, C Hewitt… - Proceedings of the …, 2021 - openaccess.thecvf.com
We demonstrate that it is possible to perform face-related computer vision in the wild using
synthetic data alone. The community has long enjoyed the benefits of synthesizing training …

Learning an animatable detailed 3D face model from in-the-wild images

Y Feng, H Feng, MJ Black, T Bolkart - ACM Transactions on Graphics …, 2021 - dl.acm.org
While current monocular 3D face reconstruction methods can recover fine geometric details,
they suffer several limitations. Some methods produce faces that cannot be realistically …

3d face reconstruction with dense landmarks

E Wood, T Baltrušaitis, C Hewitt, M Johnson… - … on Computer Vision, 2022 - Springer
Landmarks often play a key role in face analysis, but many aspects of identity or expression
cannot be represented by sparse landmarks alone. Thus, in order to reconstruct faces more …

Joint 3d face reconstruction and dense alignment with position map regression network

Y Feng, F Wu, X Shao, Y Wang… - Proceedings of the …, 2018 - openaccess.thecvf.com
We propose a straightforward method that simultaneously reconstructs the 3D facial
structure and provides dense alignment. To achieve this, we design a 2D representation …

Face alignment across large poses: A 3d solution

X Zhu, Z Lei, X Liu, H Shi, SZ Li - Proceedings of the IEEE …, 2016 - openaccess.thecvf.com
Face alignment, which fits a face model to an image and extracts the semantic meanings of
facial pixels, has been an important topic in CV community. However, most algorithms are …

Face alignment in full pose range: A 3d total solution

X Zhu, X Liu, Z Lei, SZ Li - IEEE transactions on pattern …, 2017 - ieeexplore.ieee.org
Face alignment, which fits a face model to an image and extracts the semantic meanings of
facial pixels, has been an important topic in the computer vision community. However, most …

Unsupervised learning of probably symmetric deformable 3d objects from images in the wild

S Wu, C Rupprecht, A Vedaldi - Proceedings of the IEEE …, 2020 - openaccess.thecvf.com
We propose a method to learn 3D deformable object categories from raw single-view
images, without external supervision. The method is based on an autoencoder that factors …

Multimodal spontaneous emotion corpus for human behavior analysis

Z Zhang, JM Girard, Y Wu, X Zhang, P Liu… - Proceedings of the …, 2016 - cv-foundation.org
Emotion is expressed in multiple modalities, yet most research has considered at most one
or two. This stems in part from the lack of large, diverse, well-annotated, multimodal …