A systematic review on affective computing: Emotion models, databases, and recent advances

Y Wang, W Song, W Tao, A Liotta, D Yang, X Li, S Gao… - Information …, 2022 - Elsevier
Affective computing conjoins the research topics of emotion recognition and sentiment
analysis, and can be realized with unimodal or multimodal data, consisting primarily of …

A review of affective computing: From unimodal analysis to multimodal fusion

S Poria, E Cambria, R Bajpai, A Hussain - Information fusion, 2017 - Elsevier
Affective computing is an emerging interdisciplinary research field bringing together
researchers and practitioners from various fields, ranging from artificial intelligence, natural …

Facial expression and body gesture emotion recognition: A systematic review on the use of visual data in affective computing

SC Leong, YM Tang, CH Lai, CKM Lee - Computer Science Review, 2023 - Elsevier
Emotion is an important driver of human decision-making and communication. With the
recent rise of human–computer interaction, affective computing has become a trending …

A review, current challenges, and future possibilities on emotion recognition using machine learning and physiological signals

PJ Bota, C Wang, ALN Fred, HP Da Silva - IEEE access, 2019 - ieeexplore.ieee.org
The seminal work on Affective Computing in 1995 by Picard set the base for computing that
relates to, arises from, or influences emotions. Affective computing is a multidisciplinary field …

Affective computing for large-scale heterogeneous multimedia data: A survey

S Zhao, S Wang, M Soleymani, D Joshi… - ACM Transactions on …, 2019 - dl.acm.org
The wide popularity of digital photography and social networks has generated a rapidly
growing volume of multimedia data (ie, images, music, and videos), resulting in a great …

Ten challenges for EEG-based affective computing

X Hu, J Chen, F Wang, D Zhang - Brain Science Advances, 2019 - journals.sagepub.com
The emerging field of affective computing focuses on enhancing computers' ability to
understand and appropriately respond to people's affective states in human-computer …

Affect detection: An interdisciplinary review of models, methods, and their applications

RA Calvo, S D'Mello - IEEE Transactions on affective computing, 2010 - ieeexplore.ieee.org
This survey describes recent progress in the field of Affective Computing (AC), with a focus
on affect detection. Although many AC researchers have traditionally attempted to remain …

Affect analysis in-the-wild: Valence-arousal, expressions, action units and a unified framework

D Kollias, S Zafeiriou - arXiv preprint arXiv:2103.15792, 2021 - arxiv.org
Affect recognition based on subjects' facial expressions has been a topic of major research
in the attempt to generate machines that can understand the way subjects feel, act and react …

[图书][B] Affective computing

RW Picard - 2000 - books.google.com
According to Rosalind Picard, if we want computers to be genuinely intelligent and to
interact naturally with us, we must give computers the ability to recognize, understand, even …

Multimodal big data affective analytics: A comprehensive survey using text, audio, visual and physiological signals

NJ Shoumy, LM Ang, KP Seng, DMM Rahaman… - Journal of Network and …, 2020 - Elsevier
Affective computing is an emerging multidisciplinary research field that is increasingly
drawing the attention of researchers and practitioners in various fields, including artificial …