Proactive Emotion Tracker: AI-Driven Continuous Mood and Emotion Monitoring

no code implementations • 24 Jan 2024 • Mohammad Asif, Sudhakar Mishra, Ankush Sonker, Sanidhya Gupta, Somesh Kumar Maurya, Uma Shanker Tiwary

This research project aims to tackle the growing mental health challenges in today's digital age.

EEG

Emotion Recognition With Temporarily Localized 'Emotional Events' in Naturalistic Context

no code implementations • 25 Oct 2022 • Mohammad Asif, Sudhakar Mishra, Majithia Tejas Vinodbhai, Uma Shanker Tiwary

We used EEG signals to classify emotional events on different combinations of Valence(V) and Arousal(A) dimensions and compared the results with benchmark datasets of DEAP and SEED.

EEG Emotion Recognition

An Affective Video Database using Multimedia Content Analysis rated on Indian samples

no code implementations • 18 Oct 2022 • Sudhakar Mishra, Narayanan Srinivasan, Uma Shanker Tiwary

Moreover, the available dataset on affective multimedia content has some experimenter bias in the initial manual selection of affective multimedia content.

Analysis of Microstate Organization During Emotional Events

no code implementations • 16 Oct 2022 • Sudhakar Mishra, Narayanan Srinivasan, Uma Shanker Tiwary

A set of MS related to neutral condition was source localized to brain regions involved in higher-level sensory feature processing.

EEG