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 …

Sample and computation redistribution for efficient face detection

J Guo, J Deng, A Lattas, S Zafeiriou - arxiv preprint arxiv:2105.04714, 2021 - arxiv.org
Although tremendous strides have been made in uncontrolled face detection, efficient face
detection with a low computation cost as well as high precision remains an open challenge …

Luvli face alignment: Estimating landmarks' location, uncertainty, and visibility likelihood

A Kumar, TK Marks, W Mou, Y Wang… - Proceedings of the …, 2020 - openaccess.thecvf.com
Modern face alignment methods have become quite accurate at predicting the locations of
facial landmarks, but they do not typically estimate the uncertainty of their predicted locations …

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 …

Open-source face recognition frameworks: A review of the landscape

D Wanyonyi, T Celik - IEEE Access, 2022 - ieeexplore.ieee.org
From holistic low-dimension feature-based segmentation to deep polynomial neural
networks, Face Recognition (FR) accuracy has increased dramatically since its early days …

Pixel-in-pixel net: Towards efficient facial landmark detection in the wild

H **, S Liao, L Shao - International Journal of Computer Vision, 2021 - Springer
Recently, heatmap regression models have become popular due to their superior
performance in locating facial landmarks. However, three major problems still exist among …

Towards accurate facial landmark detection via cascaded transformers

H Li, Z Guo, SM Rhee, S Han… - Proceedings of the IEEE …, 2022 - openaccess.thecvf.com
Accurate facial landmarks are essential prerequisites for many tasks related to human faces.
In this paper, an accurate facial landmark detector is proposed based on cascaded …

Lightweight face recognition challenge

J Deng, J Guo, D Zhang, Y Deng… - Proceedings of the …, 2019 - openaccess.thecvf.com
Abstract Face representation using Deep Convolutional Neural Network (DCNN)
embedding is the method of choice for face recognition. Current state-of-the-art face …

Fast facial landmark detection and applications: A survey

K Khabarlak, L Koriashkina - arxiv preprint arxiv:2101.10808, 2021 - arxiv.org
Dense facial landmark detection is one of the key elements of face processing pipeline. It is
used in virtual face reenactment, emotion recognition, driver status tracking, etc. Early …

Joint multi-view face alignment in the wild

J Deng, G Trigeorgis, Y Zhou… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
The de facto algorithm for facial landmark estimation involves running a face detector with a
subsequent deformable model fitting on the bounding box. This encompasses two basic …