Video-based facial micro-expression analysis: A survey of datasets, features and algorithms
Unlike the conventional facial expressions, micro-expressions are involuntary and transient
facial expressions capable of revealing the genuine emotions that people attempt to hide …
facial expressions capable of revealing the genuine emotions that people attempt to hide …
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 …
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 …
Openface: an open source facial behavior analysis toolkit
Over the past few years, there has been an increased interest in automatic facial behavior
analysis and understanding. We present OpenFace-an open source tool intended for …
analysis and understanding. We present OpenFace-an open source tool intended for …
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 …
Improving the efficiency and robustness of deepfakes detection through precise geometric features
Deepfakes is a branch of malicious techniques that transplant a target face to the original
one in videos, resulting in serious problems such as infringement of copyright, confusion of …
one in videos, resulting in serious problems such as infringement of copyright, confusion of …
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 …
Understanding deep learning techniques for recognition of human emotions using facial expressions: A comprehensive survey
Emotion recognition plays a significant role in cognitive psychology research. However,
measuring emotions is a challenging task. Thus, several approaches have been designed …
measuring emotions is a challenging task. Thus, several approaches have been designed …
300 faces in-the-wild challenge: Database and results
Computer Vision has recently witnessed great research advance towards automatic facial
points detection. Numerous methodologies have been proposed during the last few years …
points detection. Numerous methodologies have been proposed during the last few years …