6 papers
Human Activity Recognition using Ceiling-Mounted Multi-Radar Sensors
Ananya Prabhu, Aditi Site, Tarmo Lipping
Continuous activity monitoring in assisted living should work without cameras or wearable devices. Radar meets this requirement, but most radar studies use a single sensor and acti…
Practical flow state detection: Entropy-based EEG classification from portable EEG headbands
Matin Beiramvand, Reijo Koivula, Tarmo Lipping
Flow state, characterized by deep engagement and immersion during challenging activities, represents a valuable mental state with significant implications for learning, performance…
Understanding emotional and behavioural responses through physiological signal analysis recorded during theatrical performance
Aditi Site, Annariina Lohiranta, Tarmo Lipping
Among various cultural interventions, theatre offers a powerful medium for emotional expression, reflection, and social connection. Live performances can positively influence menta…
Detecting Interbrain Synchronization in EEG Hyperscanning with MUSE-S EEG headband
Tarmo Lipping, Ahmad Sharif, Matin Beiramvand +1
In this study preliminary results on the classification of EEG hyperscanning data acquired using MUSE-S consumer-level EEG headband are presented. Five pairs of subjects were invol…
Emotion Recognition from Physiological Signals Using Machine Learning Algorithms Under Controlled Emotional Stimuli
Aditi Site, Annariina Lohiranta, Tarmo Lipping
Emotion recognition using physiological signals plays a crucial role in well-being analysis, affective computing and human-computer interaction. This study investigates the perform…
AI-Driven Analysis of the Effects of Recreational Activities to Well-Being using Physiological Responses: A survey
Aditi Site, Tarmo Lipping
Well-being is a broader concept ensuring psychological, social, physical, and cognitive health. Recreational activities are one of the major approaches to facilitate well-being. Th…