Automatic, dimensional and continuous emotion recognition

H Gunes, M Pantic - International Journal of Synthetic Emotions (IJSE …, 2010 - igi-global.com
Recognition and analysis of human emotions have attracted a lot of interest in the past two
decades and have been researched extensively in neuroscience, psychology, cognitive …

An explainable deep fusion network for affect recognition using physiological signals

J Lin, S Pan, CS Lee, S Oviatt - … of the 28th ACM International Conference …, 2019 - dl.acm.org
Affective computing is an emerging research area which provides insights on human's
mental state through human-machine interaction. During the interaction process, bio-signal …

[图书][B] A Blueprint for Affective Computing: A sourcebook and manual

KR Scherer, T Bänziger, E Roesch - 2010 - books.google.com
'Affective computing'is a branch of computing concerned with the theory and construction of
machines which can detect, respond to, and simulate human emotional states. It is an …

Deep affect prediction in-the-wild: Aff-wild database and challenge, deep architectures, and beyond

D Kollias, P Tzirakis, MA Nicolaou… - International Journal of …, 2019 - Springer
Automatic understanding of human affect using visual signals is of great importance in
everyday human–machine interactions. Appraising human emotional states, behaviors and …

LIRIS-ACCEDE: A video database for affective content analysis

Y Baveye, E Dellandrea, C Chamaret… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Research in affective computing requires ground truth data for training and benchmarking
computational models for machine-based emotion understanding. In this paper, we propose …

Utilizing deep learning towards multi-modal bio-sensing and vision-based affective computing

TP Jung, TJ Sejnowski - IEEE Transactions on Affective …, 2019 - ieeexplore.ieee.org
In recent years, the use of bio-sensing signals such as electroencephalogram (EEG),
electrocardiogram (ECG), etc. have garnered interest towards applications in affective …

A survey of affective computing for stress detection: Evaluating technologies in stress detection for better health

S Greene, H Thapliyal… - IEEE Consumer …, 2016 - ieeexplore.ieee.org
As we become more aware of the connection between emotional states and physical health,
affective computing continues to rise as a field of interest. Affective computing uses both …

A review of multimodal emotion recognition from datasets, preprocessing, features, and fusion methods

B Pan, K Hirota, Z Jia, Y Dai - Neurocomputing, 2023 - Elsevier
Affective computing is one of the most important research fields in modern human–computer
interaction (HCI). The goal of affective computing is to study and develop the theories …

A review and meta-analysis of multimodal affect detection systems

SK D'mello, J Kory - ACM computing surveys (CSUR), 2015 - dl.acm.org
Affect detection is an important pattern recognition problem that has inspired researchers
from several areas. The field is in need of a systematic review due to the recent influx of …

The affective computing approach to affect measurement

S D'Mello, A Kappas, J Gratch - Emotion Review, 2018 - journals.sagepub.com
Affective computing (AC) adopts a computational approach to study affect. We highlight the
AC approach towards automated affect measures that jointly model machine-readable …