[HTML][HTML] A comprehensive survey on deep facial expression recognition: challenges, applications, and future guidelines

M Sajjad, FUM Ullah, M Ullah, G Christodoulou… - Alexandria Engineering …, 2023 - Elsevier
Facial expression recognition (FER) is an emerging and multifaceted research topic.
Applications of FER in healthcare, security, safe driving, and so forth have contributed to the …

Development and progress in sensors and technologies for human emotion recognition

S Pal, S Mukhopadhyay, N Suryadevara - Sensors, 2021 - mdpi.com
With the advancement of human-computer interaction, robotics, and especially humanoid
robots, there is an increasing trend for human-to-human communications over online …

Deep learning based multimodal emotion recognition using model-level fusion of audio–visual modalities

AI Middya, B Nag, S Roy - Knowledge-Based Systems, 2022 - Elsevier
Emotion identification based on multimodal data (eg, audio, video, text, etc.) is one of the
most demanding and important research fields, with various uses. In this context, this …

[PDF][PDF] Speech recognition using machine learning

V Vashisht, AK Pandey, SP Yadav - IEIE Transactions on Smart …, 2021 - researchgate.net
Speech recognition is one of the fastest-growing engineering technologies. It has several
applications in different areas, and provides many potential benefits. A lot of people are …

Multi-Stream Deep Convolution Neural Network With Ensemble Learning for Facial Micro-Expression Recognition

G Perveen, SF Ali, J Ahmad, S Shahab, M Adnan… - IEEE …, 2023 - ieeexplore.ieee.org
Micro-expression recognition has gained much attention in research communities. Among
its proposed solutions, deep learning approaches have shown promising results over the …

Emotional Classification of EEG Signal using Image Encoding and Deep Learning

KA Anjana, M Ganesan… - 2021 Seventh International …, 2021 - ieeexplore.ieee.org
For humans, emotions are important and play a significant role in human insight. Emotions
are commonly identified by speech, facial expression and gesture. Recently …

Application of probabilistic neural network for speech emotion recognition

S Deshmukh, P Gupta - International Journal of Speech Technology, 2023 - Springer
Emotions are fundamental part of human interactions. Emotion recognition is the approach
of discovering human emotions. Generally, emotion recognition is done using text, speech …

Emotion recognition using short-term analysis of heart rate variability and ResNet architecture

LNB Singson, MTUR Sanchez… - 2021 13th international …, 2021 - ieeexplore.ieee.org
Human emotions serve to have an important role in human behaviors. This study will identify
and recognize emotions with the use of facial expressions for the convolutional neural …

Emotion detection using image processing in python

R Puri, A Gupta, M Sikri, M Tiwari, N Pathak… - arXiv preprint arXiv …, 2020 - arxiv.org
In this work, user's emotion using its facial expressions will be detected. These expressions
can be derived from the live feed via system's camera or any pre-exisiting image available in …

Survey on virtual coaching for older adults

N Lete, A Beristain… - Health Informatics …, 2020 - journals.sagepub.com
Virtual coaching has emerged as a promising solution to extend independent living for older
adults. A virtual coach system is an always-attentive personalized system that continuously …