A survey on facial emotion recognition techniques: A state-of-the-art literature review

FZ Canal, TR Müller, JC Matias, GG Scotton… - Information …, 2022 - Elsevier
In this survey, a systematic literature review of the state-of-the-art on emotion expression
recognition from facial images is presented. The paper has as main objective arise the most …

[HTML][HTML] Human face detection techniques: A comprehensive review and future research directions

MK Hasan, MS Ahsan, SHS Newaz, GM Lee - Electronics, 2021 - mdpi.com
Face detection, which is an effortless task for humans, is complex to perform on machines.
The recent veer proliferation of computational resources is paving the way for frantic …

Feature decomposition and reconstruction learning for effective facial expression recognition

D Ruan, Y Yan, S Lai, Z Chai… - Proceedings of the …, 2021 - openaccess.thecvf.com
In this paper, we propose a novel Feature Decomposition and Reconstruction Learning
(FDRL) method for effective facial expression recognition. We view the expression …

MVT: mask vision transformer for facial expression recognition in the wild

H Li, M Sui, F Zhao, Z Zha, F Wu - arxiv preprint arxiv:2106.04520, 2021 - arxiv.org
Facial Expression Recognition (FER) in the wild is an extremely challenging task in
computer vision due to variant backgrounds, low-quality facial images, and the …

Automatic facial expression recognition using features of salient facial patches

SL Happy, A Routray - IEEE transactions on Affective …, 2014 - ieeexplore.ieee.org
Extraction of discriminative features from salient facial patches plays a vital role in effective
facial expression recognition. The accurate detection of facial landmarks improves the …

Facial expression recognition using radial encoding of local Gabor features and classifier synthesis

W Gu, C **ang, YV Venkatesh, D Huang, H Lin - Pattern recognition, 2012 - Elsevier
Primarily motivated by some characteristics of the human visual cortex (HVC), we propose a
new facial expression recognition scheme, involving a statistical synthesis of hierarchical …

AutYOLO-ATT: an attention-based YOLOv8 algorithm for early autism diagnosis through facial expression recognition

R Hosney, FM Talaat, EM El-Gendy… - Neural Computing and …, 2024 - Springer
Abstract Autism Spectrum Disorder (ASD) is a developmental condition resulting from
abnormalities in brain structure and function, which can manifest as communication and …

Dual subspace manifold learning based on GCN for intensity-invariant facial expression recognition

J Chen, J Shi, R Xu - Pattern Recognition, 2024 - Elsevier
Facial expression recognition (FER) is one of the most important computer vision tasks for
understanding human inner emotions. However, the poor generation ability of the FER …

GaborNet: Gabor filters with learnable parameters in deep convolutional neural network

A Alekseev, A Bobe - 2019 International Conference on …, 2019 - ieeexplore.ieee.org
The article describes a system for image recognition using deep convolutional neural
networks. Modified network architecture is proposed that focuses on improving convergence …

Facial Emotion Recognition

J Kaur, J Saxena, J Shah… - 2022 International …, 2022 - ieeexplore.ieee.org
Humans may make thousands of facial expressions throughout a discussion, varying in
intricacy, passion, and significance. This paper discusses way of recognizing different …