Novel multimodal emotion detection method using Electroencephalogram and Electrocardiogram signals.
Purnata SahaAli K. Ansaruddin KunjuMolla E. MajidSaad Bin Abul KashemMohammad NashbatAzad AshrafMazhar Hasan-ZiaAmith KhandakarMd. Shafayet HossainAbdulrahman AlqahtaniMuhammad E. H. ChowdhuryPublished in: Biomed. Signal Process. Control. (2024)
Keyphrases
- detection method
- physiological signals
- ecg signals
- heart rate
- eeg signals
- affect detection
- emotion recognition
- biomedical signals
- face detection
- detection algorithm
- audio visual
- brain activity
- feature detection
- multimodal fusion
- heart rate variability
- human subjects
- emotional state
- signal processing
- eeg data
- healthy subjects
- independent component analysis
- frequency band
- single channel
- region detection
- facial expressions
- brain computer interface