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Affective automotive user interfaces–reviewing the state of driver affect research and emotion regulation in the car
Affective technology offers exciting opportunities to improve road safety by catering to
human emotions. Modern car interiors enable the contactless detection of user states …
human emotions. Modern car interiors enable the contactless detection of user states …
Investigating EEG-based functional connectivity patterns for multimodal emotion recognition
Objective. Previous studies on emotion recognition from electroencephalography (EEG)
mainly rely on single-channel-based feature extraction methods, which ignore the functional …
mainly rely on single-channel-based feature extraction methods, which ignore the functional …
[HTML][HTML] Sensing technologies and machine learning methods for emotion recognition in autism: Systematic review
Abstract Background Human Emotion Recognition (HER) has been a popular field of study
in the past years. Despite the great progresses made so far, relatively little attention has …
in the past years. Despite the great progresses made so far, relatively little attention has …
A proposal for multimodal emotion recognition using aural transformers and action units on ravdess dataset
Emotion recognition is attracting the attention of the research community due to its multiple
applications in different fields, such as medicine or autonomous driving. In this paper, we …
applications in different fields, such as medicine or autonomous driving. In this paper, we …
[HTML][HTML] Applying self-supervised representation learning for emotion recognition using physiological signals
The use of machine learning (ML) techniques in affective computing applications focuses on
improving the user experience in emotion recognition. The collection of input data (eg …
improving the user experience in emotion recognition. The collection of input data (eg …
Emotion feature analysis and recognition based on reconstructed EEG sources
G Chen, X Zhang, Y Sun, J Zhang - IEEE Access, 2020 - ieeexplore.ieee.org
Emotion plays a significant role in perceiving external events or situations in daily life. Due to
ease of use and relative accuracy, Electroencephalography (EEG)-based emotion …
ease of use and relative accuracy, Electroencephalography (EEG)-based emotion …
Predicting emotions in online social networks: challenges and opportunities
G Alqahtani, A Alothaim - Multimedia Tools and Applications, 2022 - Springer
Online social networking has become a popular means of information exchange and social
interactions. Users of these platforms generate massive amounts of data about their …
interactions. Users of these platforms generate massive amounts of data about their …
Exploring the impact of partial occlusion on emotion classification from facial expressions: A comparative study of XR headsets and face masks
This study provides of a comparative analysis of emotion estimation from facial expressions
under partial occlusion caused by face masks and extended reality (XR) headsets. Unlike …
under partial occlusion caused by face masks and extended reality (XR) headsets. Unlike …
Challenges of emotion detection using facial expressions and emotion visualisation in remote communication
E Ertay, H Huang, Z Sarsenbayeva… - Adjunct Proceedings of the …, 2021 - dl.acm.org
Emotion detection research has gained significant attention across different scientific
disciplines, including Human-Computer Interaction and Ubiquitous Computing. In this work …
disciplines, including Human-Computer Interaction and Ubiquitous Computing. In this work …
Leveraging the Sensitivity of Plants with Deep Learning to Recognize Human Emotions
Recent advances in artificial intelligence combined with behavioral sciences have led to the
development of cutting-edge tools for recognizing human emotions based on text, video …
development of cutting-edge tools for recognizing human emotions based on text, video …