Facial landmark detection: A literature survey
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 …
contour capture the rigid and non-rigid facial deformations due to head movements and …
Deep learning-based face super-resolution: A survey
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 …
the resolution of low-resolution (LR) face images to generate high-resolution face images, is …
General facial representation learning in a visual-linguistic manner
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 …
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)
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 …
saturating performance on existing 2D and 3D face alignment datasets. To this end, we …
Agedb: the first manually collected, in-the-wild age database
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 …
Computer Vision community. As a result, several" in-the-wild" databases annotated with …
Learning spatial attention for face super-resolution
General image super-resolution techniques have difficulties in recovering detailed face
structures when applying to low resolution face images. Recent deep learning based …
structures when applying to low resolution face images. Recent deep learning based …
Wing loss for robust facial landmark localisation with convolutional neural networks
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 …
with Convolutional Neural Networks (CNNs). We first compare and analyse different loss …
Face alignment across large poses: A 3d solution
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 …
facial pixels, has been an important topic in CV community. However, most algorithms are …
Face alignment in full pose range: A 3d total solution
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 …
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
Abstract 3D face reconstruction is a fundamental Computer Vision problem of extraordinary
difficulty. Current systems often assume the availability of multiple facial images (sometimes …
difficulty. Current systems often assume the availability of multiple facial images (sometimes …