Multimodal Emotion Recognition Using Deep Learning Networks
Author:   Jaykumar Vala ,  Udesang Jaliya
Publisher:   LAP Lambert Academic Publishing
ISBN:  

9786209086779


Pages:   136
Publication Date:   27 October 2025
Format:   Paperback
Availability:   Available To Order   Availability explained
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Multimodal Emotion Recognition Using Deep Learning Networks


Overview

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.

Full Product Details

Author:   Jaykumar Vala ,  Udesang Jaliya
Publisher:   LAP Lambert Academic Publishing
Imprint:   LAP Lambert Academic Publishing
Dimensions:   Width: 15.20cm , Height: 0.80cm , Length: 22.90cm
Weight:   0.191kg
ISBN:  

9786209086779


ISBN 10:   6209086772
Pages:   136
Publication Date:   27 October 2025
Audience:   General/trade ,  General
Format:   Paperback
Publisher's Status:   Active
Availability:   Available To Order   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

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