A survey of emotion recognition methods with emphasis on E-Learning environments
Emotions play an important role in the learning process. Considering the learner's emotions
is essential for electronic learning (e-learning) systems. Some researchers have proposed …
is essential for electronic learning (e-learning) systems. Some researchers have proposed …
Vision transformer with attentive pooling for robust facial expression recognition
Facial Expression Recognition (FER) in the wild is an extremely challenging task. Recently,
some Vision Transformers (ViT) have been explored for FER, but most of them perform …
some Vision Transformers (ViT) have been explored for FER, but most of them perform …
Video-based frame-level facial analysis of affective behavior on mobile devices using EfficientNets
AV Savchenko - Proceedings of the IEEE/CVF Conference …, 2022 - openaccess.thecvf.com
In this paper, we consider the problem of real-time video-based facial emotion analytics,
namely, facial expression recognition, prediction of valence and arousal and detection of …
namely, facial expression recognition, prediction of valence and arousal and detection of …
A Survey of Cutting-edge Multimodal Sentiment Analysis
The rapid growth of the internet has reached the fourth generation, ie, web 4.0, which
supports Sentiment Analysis (SA) in many applications such as social media, marketing, risk …
supports Sentiment Analysis (SA) in many applications such as social media, marketing, risk …
Facial expression recognition based on local region specific features and support vector machines
D Ghimire, S Jeong, J Lee, SH Park - Multimedia Tools and Applications, 2017 - Springer
Facial expressions are one of the most powerful, natural and immediate means for human
being to communicate their emotions and intensions. Recognition of facial expression has …
being to communicate their emotions and intensions. Recognition of facial expression has …
An accurate facial expression detector using multi-landmarks selection and local transform features
In the past few years, facial features detection and landmarks analysis plays a vital role in
several practical application such as surveillance system, crime detector and age estimation …
several practical application such as surveillance system, crime detector and age estimation …
Facial expression recognition in image sequences using 1D transform and gabor wavelet transform
M Mahmood, A Jalal, HA Evans - 2018 international conference …, 2018 - ieeexplore.ieee.org
Magnifying emotions recognition from facial expression is highly demanded in several
applications domains such as security, education, psychology, medical diagnosis, marketing …
applications domains such as security, education, psychology, medical diagnosis, marketing …
A genetic programming-based feature selection and fusion for facial expression recognition
H Ghazouani - Applied Soft Computing, 2021 - Elsevier
Emotion recognition has become one of the most active research areas in pattern
recognition due to the emergence of human–machine interaction systems. Describing facial …
recognition due to the emergence of human–machine interaction systems. Describing facial …
A machine learning model for kids' behavior analysis from facial emotions using principal component analysis
Identification of the emotional state of humans, especially kids', is a very complex activity.
Different types of emotions contribute to the behavior of kids. There are various methods to …
Different types of emotions contribute to the behavior of kids. There are various methods to …
AutoFER: PCA and PSO based automatic facial emotion recognition
M Arora, M Kumar - Multimedia Tools and Applications, 2021 - Springer
Automatic emotion recognition is a critical part of human-machine interactions. Reflection of
emotions and to develop its understanding is crucial to provide dealings across human …
emotions and to develop its understanding is crucial to provide dealings across human …