专题：Emotion and Mood Recognition

This cluster of papers focuses on the recognition and analysis of emotions from various modalities such as facial expressions, physiological signals, and speech. It explores the use of deep learning, affective computing, and multimodal data for emotion recognition in applications including human-computer interaction.
最新文献
Transfer Learning for Facial Expression Recognition

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CA-Edit: Causality-Aware Condition Adapter for High-Fidelity Local Facial Attribute Editing

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ADED: Method and Device for Automatically Detecting Early Depression Using Multi-Modal Physiological Signals Evoked and Perceived via Various Emotional Scenes in Virtual Reality

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SPEECH EMOTION RECOGNITION

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Fusing Wearable Biosensors with Artificial Intelligence for Mental Health Monitoring: A Systematic Review

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AI-Driven Multimodal Stress Detection: A Comparative Study

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EEG-based emotion recognition with autoencoder feature fusion and MSC-TimesNet model

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Multi-scale feature fusion for facial expression recognition

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Uncertainty-Aware Graph Contrastive Fusion Network for multimodal physiological signal emotion recognition

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The dual stream network with embedding temporal convolution for micro-expression recognition

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近5年高被引文献
Enhancements in Immediate Speech Emotion Detection: Harnessing Prosodic and Spectral Characteristics

article Full Text OpenAlex 1662 FWCI2265.944

Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network

article Full Text OpenAlex 443 FWCI65.103

Multimodal sentiment analysis: A systematic review of history, datasets, multimodal fusion methods, applications, challenges and future directions

review Full Text OpenAlex 357 FWCI11.307

A systematic review on affective computing: emotion models, databases, and recent advances

review Full Text OpenAlex 305 FWCI15.917

A Review on Mental Stress Detection Using Wearable Sensors and Machine Learning Techniques

review Full Text OpenAlex 267 FWCI10.549

Deep learning-based facial emotion recognition for human–computer interaction applications

article Full Text OpenAlex 256 FWCI35.594

Facial Expression Recognition in the Wild via Deep Attentive Center Loss

article Full Text OpenAlex 251 FWCI32.775

EEG Based Emotion Recognition: A Tutorial and Review

review Full Text OpenAlex 244 FWCI12.579

Emotion Recognition from Speech Using wav2vec 2.0 Embeddings

article Full Text OpenAlex 224 FWCI29.595

Deep Learning Techniques for Speech Emotion Recognition, from Databases to Models

review Full Text OpenAlex 223 FWCI8.983