Automatic analysis of facial actions: A survey
As one of the most comprehensive and objective ways to describe facial expressions, the
Facial Action Coding System (FACS) has recently received significant attention. Over the …
Facial Action Coding System (FACS) has recently received significant attention. Over the …
A comprehensive survey on automatic facial action unit analysis
R Zhi, M Liu, D Zhang - The Visual Computer, 2020 - Springer
Abstract Facial Action Coding System is the most influential sign judgment method for facial
behavior, and it is a comprehensive and anatomical system which could encode various …
behavior, and it is a comprehensive and anatomical system which could encode various …
Automatic analysis of facial affect: A survey of registration, representation, and recognition
Automatic affect analysis has attracted great interest in various contexts including the
recognition of action units and basic or non-basic emotions. In spite of major efforts, there …
recognition of action units and basic or non-basic emotions. In spite of major efforts, there …
Learning multiscale active facial patches for expression analysis
In this paper, we present a new idea to analyze facial expression by exploring some
common and specific information among different expressions. Inspired by the observation …
common and specific information among different expressions. Inspired by the observation …
AFEW-VA database for valence and arousal estimation in-the-wild
Continuous dimensional models of human affect, such as those based on valence and
arousal, have been shown to be more accurate in describing a broad range of spontaneous …
arousal, have been shown to be more accurate in describing a broad range of spontaneous …
Automatic facial expression recognition system using deep network-based data fusion
A Majumder, L Behera… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
This paper presents a novel automatic facial expressions recognition system (AFERS) using
the deep network framework. The proposed AFERS consists of four steps: 1) geometric …
the deep network framework. The proposed AFERS consists of four steps: 1) geometric …
Selective transfer machine for personalized facial expression analysis
Automatic facial action unit (AU) and expression detection from videos is a long-standing
problem. The problem is challenging in part because classifiers must generalize to …
problem. The problem is challenging in part because classifiers must generalize to …
Local gabor binary patterns from three orthogonal planes for automatic facial expression recognition
Facial actions cause local appearance changes over time, and thus dynamic texture
descriptors should inherently be more suitable for facial action detection than their static …
descriptors should inherently be more suitable for facial action detection than their static …
Audio-visual emotion recognition with preference learning based on intended and multi-modal perceived labels
This article introduces a novel preference learning framework that simultaneously considers
both the intended and the perceived labels while addressing the mismatches between them …
both the intended and the perceived labels while addressing the mismatches between them …
Advances, challenges, and opportunities in automatic facial expression recognition
In this chapter we consider the problem of automatic facial expression analysis. Our take on
this is that the field has reached a point where it needs to move away from considering …
this is that the field has reached a point where it needs to move away from considering …