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
Human-Centric AIX™ Stack: Presence Engine™ and the C³ Model

article Full Text OpenAlex

Enhancements in Immediate Speech Emotion Detection: Harnessing Prosodic and Spectral Characteristics

article Full Text OpenAlex

Eeg based smart emotion recognition using meta heuristic optimization and hybrid deep learning techniques

article Full Text OpenAlex

Physiological Time-Series Fusion With Hybrid Attention for Adaptive Recognition of Pain

article Full Text OpenAlex

Multimodal Emotion Recognition Based on EEG and EOG Signals Evoked by the Video-Odor Stimuli

article Full Text OpenAlex

EAV: EEG-Audio-Video Dataset for Emotion Recognition in Conversational Contexts

article Full Text OpenAlex

Multimodal emotion recognition based on a fusion of audiovisual information with temporal dynamics

article Full Text OpenAlex

Evaluation of emotion classification schemes in social media text: an annotation-based approach

article Full Text OpenAlex

MLGAT: multi-layer graph attention networks for multimodal emotion recognition in conversations

article Full Text OpenAlex

DSTM: A transformer-based model with dynamic-static feature fusion in speech emotion recognition

article Full Text OpenAlex

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

article Full Text OpenAlex 1659 FWCI1800.35051355

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

review Full Text OpenAlex 575 FWCI112.58432167

Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network

article Full Text OpenAlex 525 FWCI87.59751499

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

review Full Text OpenAlex 450 FWCI110.45119596

EEG Based Emotion Recognition: A Tutorial and Review

review Full Text OpenAlex 375 FWCI60.03482145

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

review Full Text OpenAlex 362 FWCI55.28195841

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

article Full Text OpenAlex 357 FWCI52.84304848

Comparing Recognition Performance and Robustness of Multimodal Deep Learning Models for Multimodal Emotion Recognition

article Full Text OpenAlex 326 FWCI79.20998909

Human emotion recognition from EEG-based brain–computer interface using machine learning: a comprehensive review

review Full Text OpenAlex 312 FWCI50.08252484

Facial Expression Recognition in the Wild via Deep Attentive Center Loss

article Full Text OpenAlex 304 FWCI51.62359352