Multimodal emotion recognition using deep learning techniques : a novel system for real-world emotion recognition

• Main Author: Καρδάκης, Σπυρίδων
• Other Authors: Kardakis, Spyridon
• Language: English
• Published: 2022
• Subjects: Emotion recognition; Sentiment analysis; Machine learning; Deep learning; Convolutional neural networks; Classification; Multimodal emotion recognition; Facial emotion recognition; Big data; Αναγνώριση συναισθημάτων; Μηχανική μάθηση; Βαθιά μάθηση; Συνελικτικά νευρωνικά δίκτυα; Αλγόριθμοι κατηγοριοποίησης; Πολυτροπική αναγνώριση συναισθημάτων; Αναγνώριση εκφράσεων προσώπου

In recent years the field of Sentiment Analysis, and by extension Emotion Recognition, has been met with increased interest due to the rise of social media. Making machines capable of automatically recognizing emotions will be a vital task, as well as a milestone, in Human-Computer Interaction in th...