EEG‐based emotion recognition: a state‐of‐the‐art review of current trends and opportunities
NS Suhaimi, J Mountstephens… - Computational …, 2020 - Wiley Online Library
Emotions are fundamental for human beings and play an important role in human cognition.
Emotion is commonly associated with logical decision making, perception, human …
Emotion is commonly associated with logical decision making, perception, human …
Human emotion recognition: Review of sensors and methods
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 …
which use human emotional reactions as a signal for marketing, technical equipment, or …
A review of emotion recognition using physiological signals
Emotion recognition based on physiological signals has been a hot topic and applied in
many areas such as safe driving, health care and social security. In this paper, we present a …
many areas such as safe driving, health care and social security. In this paper, we present a …
Electrocardiogram-based emotion recognition systems and their applications in healthcare—a review
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 …
artificial intelligence into systems or devices. A system or device with affective computing is …
A review, current challenges, and future possibilities on emotion recognition using machine learning and physiological signals
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 …
relates to, arises from, or influences emotions. Affective computing is a multidisciplinary field …
ECG pattern analysis for emotion detection
F Agrafioti, D Hatzinakos… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
Emotion modeling and recognition has drawn extensive attention from disciplines such as
psychology, cognitive science, and, lately, engineering. Although a significant amount of …
psychology, cognitive science, and, lately, engineering. Although a significant amount of …
A study of accelerometer and gyroscope measurements in physical life-log activities detection systems
Nowadays, wearable technology can enhance physical human life-log routines by shifting
goals from merely counting steps to tackling significant healthcare challenges. Such …
goals from merely counting steps to tackling significant healthcare challenges. Such …
Physiological signals based human emotion recognition: a review
S Jerritta, M Murugappan… - 2011 IEEE 7th …, 2011 - ieeexplore.ieee.org
Recent research in the field of Human Computer Interaction aims at recognizing the user's
emotional state in order to provide a smooth interface between humans and computers. This …
emotional state in order to provide a smooth interface between humans and computers. This …
Multimodal affective dimension prediction using deep bidirectional long short-term memory recurrent neural networks
This paper presents our system design for the Audio-Visual Emotion Challenge (AV^+EC
2015). Besides the baseline features, we extract from audio the functionals on low-level …
2015). Besides the baseline features, we extract from audio the functionals on low-level …
Music mood and human emotion recognition based on physiological signals: a systematic review
Scientists and researchers have tried to establish a bond between the emotions conveyed
and the subsequent mood perceived in a person. Emotions play a major role in terms of our …
and the subsequent mood perceived in a person. Emotions play a major role in terms of our …