MSDSANet: Multimodal Emotion Recognition Based on Multi-Stream Network and Dual-Scale Attention Network Feature Representation
Aiming at the shortcomings of EEG emotion recognition models in feature representation granularity and spatiotemporal dependence modeling, a multimodal emotion recognition model integrating multi-scale feature representation and attention mechanism is proposed. The model consists of a feature extrac...
Saved in:
| Main Authors: | Weitong Sun, Xingya Yan, Yuping Su, Gaihua Wang, Yumei Zhang |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2025-03-01
|
| Series: | Sensors |
| Subjects: | |
| Online Access: | https://www.mdpi.com/1424-8220/25/7/2029 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Dual-Branch Multimodal Fusion Network for Driver Facial Emotion Recognition
by: Le Wang, et al.
Published: (2024-10-01) -
Af-CAN: Multimodal Emotion Recognition Method Based on Situational Attention Mechanism
by: Xue Zhang, et al.
Published: (2025-01-01) -
CAG-MoE: Multimodal Emotion Recognition with Cross-Attention Gated Mixture of Experts
by: Axel Gedeon Mengara Mengara, et al.
Published: (2025-06-01) -
Shuffling Augmented Decoupled Features for Multimodal Emotion Recognition
by: Sunyoung Cho
Published: (2025-01-01) -
Hybrid Multi-Attention Network for Audio–Visual Emotion Recognition Through Multimodal Feature Fusion
by: Sathishkumar Moorthy, et al.
Published: (2025-03-01)