Articoli correlati a MULTIMODAL EMOTION RECOGNITION USING DEEP LEARNING...

MULTIMODAL EMOTION RECOGNITION USING DEEP LEARNING NETWORKS: Advanced Deep Learning and Fusion Techniques for Multimodal Emotion Recognition - Brossura

Vala, Jaykumar; Jaliya, Udesang

 
9786209086779: MULTIMODAL EMOTION RECOGNITION USING DEEP LEARNING NETWORKS: Advanced Deep Learning and Fusion Techniques for Multimodal Emotion Recognition
Brossura
ISBN 10: 6209086772 ISBN 13: 9786209086779
Casa editrice: LAP LAMBERT Academic Publishing, 2025

Sinossi

This book, "Multimodal Emotion Recognition Using Deep Learning Networks" focuses on improving emotion recognition by combining multiple data sources (modalities) like facial expressions, EEG, and Physiological signals. Deep learning models are used to extract features from each modality, and fusion techniques (such as late fusion approach) integrate these features to make more accurate emotion predictions. The study shows that multimodal fusion significantly boosts performance over single-modality systems, highlighting the importance of combining complementary emotional cues using advanced neural network architectures.

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Editore
LAP LAMBERT Academic Publishing
Data di pubblicazione
2025
Lingua
Inglese
ISBN 10 
6209086772
ISBN 13 
9786209086779
Rilegatura
Copertina flessibile
Numero di pagine
136
Contatto del produttore
non disponibile
Persona responsabile
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