Deep facial expression recognition: A survey

S Li, W Deng - IEEE transactions on affective computing, 2020 - ieeexplore.ieee.org
With the transition of facial expression recognition (FER) from laboratory-controlled to
challenging in-the-wild conditions and the recent success of deep learning techniques in …

Facial expression recognition using computer vision: A systematic review

D Canedo, AJR Neves - Applied Sciences, 2019 - mdpi.com
Emotion recognition has attracted major attention in numerous fields because of its relevant
applications in the contemporary world: marketing, psychology, surveillance, and …

Facial expression recognition in videos using hybrid CNN & ConvLSTM

R Singh, S Saurav, T Kumar, R Saini, A Vohra… - International Journal of …, 2023 - Springer
The three-dimensional convolutional neural network (3D-CNN) and long short-term memory
(LSTM) have consistently outperformed many approaches in video-based facial expression …

Facial expression recognition with convolutional neural networks via a new face cropping and rotation strategy

K Li, Y Jin, MW Akram, R Han, J Chen - The visual computer, 2020 - Springer
With the recent development and application of human–computer interaction systems, facial
expression recognition (FER) has become a popular research area. The recognition of facial …

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 …

Multimodal emotion recognition using cross modal audio-video fusion with attention and deep metric learning

B Mocanu, R Tapu, T Zaharia - Image and Vision Computing, 2023 - Elsevier
In the last few years, the multi-modal emotion recognition has become an important research
issue in the affective computing community due to its wide range of applications that include …

Responsible AI: Gender bias assessment in emotion recognition

A Domnich, G Anbarjafari - arXiv preprint arXiv:2103.11436, 2021 - arxiv.org
Rapid development of artificial intelligence (AI) systems amplify many concerns in society.
These AI algorithms inherit different biases from humans due to mysterious operational flow …

Dual integrated convolutional neural network for real-time facial expression recognition in the wild

S Saurav, P Gidde, R Saini, S Singh - The Visual Computer, 2022 - Springer
Automatic recognition of facial expressions in the wild is a challenging problem and has
drawn a lot of attention from the computer vision and pattern recognition community. Since …

EmNet: a deep integrated convolutional neural network for facial emotion recognition in the wild

S Saurav, R Saini, S Singh - Applied Intelligence, 2021 - Springer
In the past decade, facial emotion recognition (FER) research saw tremendous progress,
which led to the development of novel convolutional neural network (CNN) architectures for …

3d-cnn for facial emotion recognition in videos

J Haddad, O Lézoray, P Hamel - … Symposium, ISVC 2020, San Diego, CA …, 2020 - Springer
In this paper, we present a video-based emotion recognition neural network operating on
three dimensions. We show that 3D convolutional neural networks (3D-CNN) can be very …