Human emotion recognition: Review of sensors and methods

A Dzedzickis, A Kaklauskas, V Bucinskas - Sensors, 2020 - mdpi.com
Automated emotion recognition (AEE) is an important issue in various fields of activities
which use human emotional reactions as a signal for marketing, technical equipment, or …

Enhancing CNN with preprocessing stage in automatic emotion recognition

DA Pitaloka, A Wulandari, T Basaruddin… - Procedia computer …, 2017 - Elsevier
Emotion recognition from facial expression is the subfield of social signal processing which
is applied in wide variety of areas, specifically for human and computer interaction. Many …

Electrocardiogram-based emotion recognition systems and their applications in healthcare—a review

MA Hasnul, NAA Aziz, S Alelyani, M Mohana, AA Aziz - Sensors, 2021 - mdpi.com
Affective computing is a field of study that integrates human affects and emotions with
artificial intelligence into systems or devices. A system or device with affective computing is …

Emotion recognition based on convolutional neural networks and heterogeneous bio-signal data sources

WK Ngai, H Xie, D Zou, KL Chou - Information Fusion, 2022 - Elsevier
Emotion recognition is a crucial application in human–computer interaction. It is usually
conducted using facial expressions as the main modality, which might not be reliable. In this …

Evaluating classifiers for emotion recognition using EEG

AT Sohaib, S Qureshi, J Hagelbäck, O Hilborn… - … AC 2013, Held as Part of …, 2013 - Springer
There are several ways of recording psychophysiology data from humans, for example
Galvanic Skin Response (GSR), Electromyography (EMG), Electrocardiogram (ECG) and …

Application of electroencephalography-based machine learning in emotion recognition: A review

J Cai, R Xiao, W Cui, S Zhang, G Liu - Frontiers in Systems …, 2021 - frontiersin.org
Emotion recognition has become increasingly prominent in the medical field and human-
computer interaction. When people's emotions change under external stimuli, various …

[图书][B] Emotion recognition: A pattern analysis approach

A Konar, A Chakraborty - 2015 - books.google.com
A timely book containing foundations and current research directions on emotion recognition
by facial expression, voice, gesture and biopotential signals This book provides a …

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
In recent years, the rapid advances in machine learning (ML) and information fusion has
made it possible to endow machines/computers with the ability of emotion understanding …

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 …

A comprehensive review of facial expression recognition techniques

RR Adyapady, B Annappa - Multimedia Systems, 2023 - Springer
Emotion recognition has opened up many challenges, which lead to various advances in
computer vision and artificial intelligence. The rapid development in this field has …