Eye‐Tracking Analysis for Emotion Recognition

P Tarnowski, M Kołodziej… - Computational …, 2020 - Wiley Online Library
This article reports the results of the study related to emotion recognition by using eye‐
tracking. Emotions were evoked by presenting a dynamic movie material in the form of 21 …

Corrnet: Fine-grained emotion recognition for video watching using wearable physiological sensors

T Zhang, A El Ali, C Wang, A Hanjalic, P Cesar - Sensors, 2020 - mdpi.com
Recognizing user emotions while they watch short-form videos anytime and anywhere is
essential for facilitating video content customization and personalization. However, most …

Few-shot learning for fine-grained emotion recognition using physiological signals

T Zhang, A El Ali, A Hanjalic… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Fine-grained emotion recognition can model the temporal dynamics of emotions, which is
more precise than predicting one emotion retrospectively for an activity (eg, video clip …

Weakly-supervised learning for fine-grained emotion recognition using physiological signals

T Zhang, A El Ali, C Wang, A Hanjalic… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Instead of predicting just one emotion for one activity (eg, video watching), fine-grained
emotion recognition enables more temporally precise recognition. Previous works on fine …

Orthogonal-moment-based attraction measurement with ocular hints in video-watching task

M Yang, X Feng, R Ma, X Li… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Pupil dilation and eye movements are closely related to human emotional and cognitive
processes. Visual stimulus, especially video clips, is widely used in computer-assisted …

Identification of psychological stress states based on joint analysis of multidomain features of skin conductance

L Zhao, X Wang, D Wang, Y Jiao, H Dong, G Du… - … Signal Processing and …, 2023 - Elsevier
Abstract Background and Objective Psychological stress identification generally uses a
questionnaire with strong subjectivity. In contrast, skin conductance (SC) is not controlled by …

AC-WGAN-GP: Augmenting ECG and GSR signals using conditional generative models for arousal classification

A Furdui, T Zhang, M Worring, P Cesar… - Adjunct Proceedings of …, 2021 - dl.acm.org
Computational recognition of human emotion using Deep Learning techniques requires
learning from large collections of data. However, the complex processes involved in …

Emotion and Stress Recognition Utilizing Galvanic Skin Response and Wearable Technology: A Real-time Approach for Mental Health Care

E Hosseini, R Fang, R Zhang… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
In modern society, people are exposed to various stressors and negative emotions daily and
they may cause mental and physical diseases such as depression, anxiety, high blood …

Making decisions in intelligent video surveillance systems based on modeling the pupillary response of a person

O Isaeva, M Boronenko… - 2021 IEEE 6th …, 2021 - ieeexplore.ieee.org
The prospects for using artificial intelligence in video analytics are becoming more and more
undeniable. Researchers are actively working on methods for making decisions based on …

Towards a taxonomy of quantitative emotion measurement using wearables for inclusive user experience research

F Bongenaar - 2022 - essay.utwente.nl
User experience research is important to improve the quality and usability of products and
applications. The current methods of measuring emotions are mostly subjective, qualitative …