[HTML][HTML] A systematic survey on multimodal emotion recognition using learning algorithms

N Ahmed, Z Al Aghbari, S Girija - Intelligent Systems with Applications, 2023 - Elsevier
… on machine learning and deep learning algorithms because they … emotion recognition.
They perform well in terms of classification, and they are more accurate at detecting emotions

Real-time algorithms for facial emotion recognition: a comparison of different approaches

A Kartali, M Roglić, M Barjaktarović… - … 14th Symposium on …, 2018 - ieeexplore.ieee.org
algorithms for emotion recognition include … emotion recognition of four basic emotions (happiness,
sadness, anger and fear) from facial images. We have compared three deep-learning

Literature review on emotion recognition system

E Kodhai, A Pooveswari, P Sharmila… - … Conference on System …, 2020 - ieeexplore.ieee.org
… A part of machine learning is deep learning where artificial neural networks … brain, learn
from large amounts of data. [11] Like how we learn from experience, the deep learning algorithm

A review on deep learning algorithms for speech and facial emotion recognition

CP Latha, M Priya - APTIKOM Journal on Computer Science …, 2016 - aptikomjournal.com
… and Google use deep learning techniques to solve … recognition, image recognition, 3-D
object recognition, and natural language processing. Some of the deep learning algorithms

Addressing bias in machine learning algorithms: A pilot study on emotion recognition for intelligent systems

A Howard, C Zhang, E Horvitz - 2017 IEEE Workshop on …, 2017 - ieeexplore.ieee.org
… in learning algorithms for intelligent systems by focusing on the emotion recognition problem…
We first present baseline outcomes for a cloud-based emotion recognition algorithm applied …

Emotion classification based on bio-signals emotion recognition using machine learning algorithms

EH Jang, BJ Park, SH Kim, MA Chung… - 2014 International …, 2014 - ieeexplore.ieee.org
… that an accuracy of emotion recognition by Naïve Bayes was … emotion recognition algorithm
for basic emotions. This result can be helpful to provide the basis for the emotion recognition

Automated emotion recognition based on higher order statistics and deep learning algorithm

R Sharma, RB Pachori, P Sircar - Biomedical Signal Processing and …, 2020 - Elsevier
… Deep learning algorithm In this study, a deep learning algorithm is used to classify the
emotional EEG signals. The deep learning model contains two different units, namely, the …

Multimodal emotion recognition using deep learning

SMSA Abdullah, SYA Ameen, MAM Sadeeq… - Journal of Applied …, 2021 - jastt.org
… a review of emotional recognition of multimodal signals using deep learning and comparing
… Results show that the SVM algorithm has modified a lot to speech emotion recognition with …

An analysis of machine learning algorithm for the classification of emotion recognition

A Sakalle, P Tomar, H Bhardwaj, D Acharya… - Soft Computing for …, 2021 - Springer
algorithms are used to separate human feelings into two positive and negative emotions. In
… -validation technique in this study of human emotion recognition using EEG signals. A data …

Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review

J Zhang, Z Yin, P Chen, S Nichele - Information Fusion, 2020 - Elsevier
… Finally, we compare different ML and deep learning algorithms for emotion recognition
and suggest several open problems and future research directions in this exciting and fast-…