A systematic review on affective computing: Emotion models, databases, and recent advances

Y Wang, W Song, W Tao, A Liotta, D Yang, X Li, S Gao… - Information …, 2022 - Elsevier
Affective computing conjoins the research topics of emotion recognition and sentiment
analysis, and can be realized with unimodal or multimodal data, consisting primarily of …

Classifying emotions and engagement in online learning based on a single facial expression recognition neural network

AV Savchenko, LV Savchenko… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In this article, behaviour of students in the e-learning environment is analyzed. The novel
pipeline is proposed based on video facial processing. At first, face detection, tracking and …

A comprehensive survey on affective computing; challenges, trends, applications, and future directions

S Afzal, HA Khan, MJ Piran, JW Lee - IEEE access, 2024 - ieeexplore.ieee.org
Affective computing, as its name implies, focuses on the recognition of human emotions,
sentiments, and feelings. This interdisciplinary field encompasses diverse areas such as …

Facial expression recognition with trade-offs between data augmentation and deep learning features

S Umer, RK Rout, C Pero, M Nappi - Journal of Ambient Intelligence and …, 2022 - Springer
A novel facial expression recognition system has been proposed in this paper. The objective
of this paper is to recognize the types of expressions in the human face region. The …

Recognizing facial expressions based on pyramid multi-head grid and spatial attention network

J Zhang, W Wang, X Li, Y Han - Computer Vision and Image …, 2024 - Elsevier
Abstract Facial Expression Recognition (FER) is garnered considerable interest in the field
of computer vision. Being a challenging task, it faces some key problems such as inter-class …

An optimized facial recognition model for identifying criminal activities using deep learning strategy

S Gokulakrishnan, P Chakrabarti, BT Hung… - International Journal of …, 2023 - Springer
The most important research field in the current period is facial recognition and detection.
Furthermore, facial expression recognition applications are essential in various research …

Time efficient real time facial expression recognition with CNN and transfer learning

T Podder, D Bhattacharya, A Majumdar - Sādhanā, 2022 - Springer
This study aims to design a real-time application to detect several human beings' universal
emotional levels simultaneously. The intra-class and inter-class variations present in images …

E-FCNN for tiny facial expression recognition

J Shao, Q Cheng - Applied Intelligence, 2021 - Springer
As a hot issue in recent years, facial expression recognition (FER) has been widely applied
in many fields, but it still faces great challenges in tiny facial expression recognition …

SG-DSN: A semantic graph-based dual-stream network for facial expression recognition

Y Liu, X Zhang, J Zhou, L Fu - Neurocomputing, 2021 - Elsevier
Facial expression recognition (FER) is a crucial task for human emotion analysis and has
attracted wide interest in the field of computer vision and affective computing. General …

Person-independent facial expression recognition based on the fusion of HOG descriptor and cuttlefish algorithm

HI Hussein, HI Dino, RJ Mstafa, MM Hassan - Multimedia Tools and …, 2022 - Springer
This paper proposes an efficient approach for person-independent facial expression
recognition based on the fusion of Histogram of Oriented Gradients (HOG) descriptor and …