Virtual Reality|enabled High|Performance Emotion Estimation with ...

Virtual Reality-enabled High-Performance Emotion Estimation with ...

This study provides higher classification performance using fewer EEG channels for emotion prediction.

Immersive Emotion Analysis in VR Environments: A Sensor-Based ...

Users can experience various emotions while using VR content, and the emotions felt by them are mainly recorded through a self-reporting survey. A method in ...

Facial Emotion Recognition in VR Games - arXiv

However, detecting emotions in Virtual Reality (VR) games is ... emotions, resulting in a significant performance boost for their system.

(PDF) Virtual reality facial emotion recognition in social environments

Discussion Immersive VR tasks can be used for training and assessment of emotion recognition. VR enables easily controllable avatars within ...

Facial expression recognition in virtual reality environments - Frontiers

This study delved into the realm of facial emotion recognition within virtual reality (VR) environments.

Decoding subjective emotional arousal from EEG during an ...

Immersive virtual reality (VR) enables naturalistic neuroscientific studies while maintaining experimental control, but dynamic and interactive stimuli pose ...

Cognitive and emotional engagement while learning with VR

In this study, 61 nursing students' learning processes with a virtual reality (VR)-based simulation were captured by psycho-physiological data streams of facial ...

Virtual Reality for Emotion Elicitation – A Review

VR can simulate controlled environments with high immersion, presence, and interaction to induce intense emotions. Therefore, researchers can evaluate emotional ...

Emotion Recognition and the Influence of Physical Exertion in ...

There is great potential for adapting Virtual Reality (VR) exergames based on a user's affective state. However, physical activity and VR ...

Emotion Recognition in Immersive Virtual Reality - PubMed Central

[30] showed that emotion has an impact on presence. Subsequently, many other similar studies showed that VR can evoke emotions, such as anxiety and relaxation [ ...

VREED: Virtual Reality Emotion Recognition Dataset Using Eye ...

Emotion recognition is a challenging research problem with a significant scientific interest. Most of the emotion assessment studies have ...

Virtual Reality for Emotion Elicitation – A Review - arXiv

It is a sensory condition associated with cognition, behaviour, and arousal that leads to physical and psychological changes [4, 5]. The conceptualization of ...

Physiological Measurement for Emotion Recognition in Virtual Reality

This work uses various non-invasive sensors to collect physiological data during subject interaction with virtual reality environments to recognize the ...

Virtual reality facial emotion recognition in social environments

For the VR task, recognition accuracy was highest for surprise. (93.7%). Happiness (86.7%) and anger (82.7%) also had high accuracy ratings.

Explainable feature selection and deep learning based emotion ...

Emotional recognition is a way of detecting, evaluating, interpreting, and responding to others' emotional states and feelings, ...

Multimodal emotion classification using machine learning in ...

Emotion detection is often performed by detecting facial expressions, speech, gestures, and physiological states (Garcia-Garcia et al. 2017).

EEG-based Emotion Recognition in Immersive Virtual Reality

Virtual reality technology provides a strong sense of immersion and interactivity. It is widely used in the fields of anxiety relief, ...

Four-class emotion classification in virtual reality using pupillometry

The stimuli used in this experiment are 360° videos presented using a VR headset. Using an eye-tracker, pupil diameter is acquired as the sole ...

Evaluating the Feasibility of Emotion Expressions in Avatars Created ...

Background: The availability and potential of virtual reality (VR) has led to an increase of its application. VR is suggested to be helpful ...

VREED: Virtual Reality Emotion Recognition Dataset Using Eye ...

Preliminary machine learning analysis was carried out, demonstrating state-of-the-art performance reported in affective computing literature ...