Virtual reality and electroencephalography in architectural design: A systematic review of empirical studies

F Taherysayah, C Malathouni, HN Liang… - Journal of Building …, 2024 - Elsevier
Integrating human needs and desires into the design process has long been a crucial aim of
design research. Despite advancements, architectural design still often overlooks the …

Emotion classification based on brain wave: a survey

TM Li, HC Chao, J Zhang - Human-centric Computing and Information …, 2019 - Springer
Brain wave emotion analysis is the most novel method of emotion analysis at present. With
the progress of brain science, it is found that human emotions are produced by the brain. As …

Optimal feature selection and deep learning ensembles method for emotion recognition from human brain EEG sensors

RM Mehmood, R Du, HJ Lee - Ieee Access, 2017 - ieeexplore.ieee.org
Recent advancements in human-computer interaction research have led to the possibility of
emotional communication via brain-computer interface systems for patients with …

EEG-based affective state recognition from human brain signals by using Hjorth-activity

RM Mehmood, M Bilal, S Vimal, SW Lee - Measurement, 2022 - Elsevier
EEG-based emotion recognition enables investigation of human brain activity, which is
recognized as an important factor in brain-computer interface. In recent years, several …

Emotion classification of EEG brain signal using SVM and KNN

RM Mehmood, HJ Lee - 2015 IEEE international conference on …, 2015 - ieeexplore.ieee.org
Affective computing research field is growing in large scale with the frequent development of
human-computer applications. These applications use information of mental or affective …

Deep learninig of EEG signals for emotion recognition

Y Gao, HJ Lee, RM Mehmood - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
Emotion recognition is an important task for computer to understand the human status in
brain computer interface (BCI) systems. It is difficult to perceive the emotion of some …

Cognitive investigation on the effect of augmented reality-based reading on emotion classification performance: A new dataset

Y Daşdemir - Biomedical Signal Processing and Control, 2022 - Elsevier
As a result of stimulating the basic human senses, emotional states occur in humans. Of
these senses, the visual sense is the most basic human sense. This sense perceives visual …

[PDF][PDF] EEG based emotion recognition from human brain using Hjorth parameters and SVM

RM Mehmood, HJ Lee - International Journal of Bio-Science and Bio …, 2015 - gvpress.com
There are several methods of psychophysiological data collection from humans such as,
Electrocardiogram (ECG), Galvanic Skin Response (GSR), Electromyography (EMG), and …

Towards building a computer aided education system for special students using wearable sensor technologies

RM Mehmood, HJ Lee - Sensors, 2017 - mdpi.com
Human computer interaction is a growing field in terms of hel** people in their daily life to
improve their living. Especially, people with some disability may need an interface which is …

Physiological effects of a garden plant smellscape from the perspective of perceptual interaction

X Zhang, J Guo, X Zhang, Q Zhang - International Journal of …, 2023 - mdpi.com
The purpose of this study was to investigate the physiological recovery effects of olfactory,
visual and olfactory–visual stimuli associated with garden plants. In a randomized controlled …