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 …

Deep learning-based face super-resolution: A survey

J Jiang, C Wang, X Liu, J Ma - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
Face super-resolution (FSR), also known as face hallucination, which is aimed at enhancing
the resolution of low-resolution (LR) face images to generate high-resolution face images, is …

General facial representation learning in a visual-linguistic manner

Y Zheng, H Yang, T Zhang, J Bao… - Proceedings of the …, 2022 - openaccess.thecvf.com
How to learn a universal facial representation that boosts all face analysis tasks This paper
takes one step toward this goal. In this paper, we study the transfer performance of pre …

How far are we from solving the 2d & 3d face alignment problem?(and a dataset of 230,000 3d facial landmarks)

A Bulat, G Tzimiropoulos - Proceedings of the IEEE …, 2017 - openaccess.thecvf.com
This paper investigates how far a very deep neural network is from attaining close to
saturating performance on existing 2D and 3D face alignment datasets. To this end, we …

Agedb: the first manually collected, in-the-wild age database

S Moschoglou, A Papaioannou… - proceedings of the …, 2017 - openaccess.thecvf.com
Over the last few years, increased interest has arisen with respect to age-related tasks in the
Computer Vision community. As a result, several" in-the-wild" databases annotated with …

Learning spatial attention for face super-resolution

C Chen, D Gong, H Wang, Z Li… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
General image super-resolution techniques have difficulties in recovering detailed face
structures when applying to low resolution face images. Recent deep learning based …

Wing loss for robust facial landmark localisation with convolutional neural networks

ZH Feng, J Kittler, M Awais… - Proceedings of the …, 2018 - openaccess.thecvf.com
We present a new loss function, namely Wing loss, for robust facial landmark localisation
with Convolutional Neural Networks (CNNs). We first compare and analyse different loss …

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 …

Large pose 3D face reconstruction from a single image via direct volumetric CNN regression

AS Jackson, A Bulat, V Argyriou… - Proceedings of the …, 2017 - openaccess.thecvf.com
Abstract 3D face reconstruction is a fundamental Computer Vision problem of extraordinary
difficulty. Current systems often assume the availability of multiple facial images (sometimes …