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
Empathy Detection from Text, Audiovisual, Audio or Physiological Signals: A Systematic Review of Task Formulations and Machine Learning Methods

review Full Text OpenAlex

Emoji-Dis: A dataset of emojis characterised in 13 discrete emotions

article Full Text OpenAlex

Intelligent emotional computing with deep convolutional neural networks: Multimodal feature analysis and application in smart learning environments

article Full Text OpenAlex

Rank-aware LDL hybrid MetaFormer for Compound Facial Expression Recognition in-the-wild

article Full Text OpenAlex

The Effect of Automated Verbal Commands During Avalanche Transceiver Search on Acute Mental Stress and Arousal—A Mixed‐Methods Crossover Field Study

article Full Text OpenAlex

Knowing Your Users by Heart: A Critical Examination of the Scientific Research on Emotions Conducted by Social Media Platforms

article Full Text OpenAlex

Machine Learning and Deep Learning Techniques to Detect Mental Stress Using Various Physiological Signals: A Critical Insight

article Full Text OpenAlex

Emotion recognition in EEG Signals: Deep and machine learning approaches, challenges, and future directions

review Full Text OpenAlex

Identifying the Fetal Heart Rate and gender with Intuitionistic Fuzzy Total edge Magic Labelling

article Full Text OpenAlex

Using Electrooculography and Electrodermal Activity During a Cold Pressor Test to Identify Physiological Biomarkers of State Anxiety: Feature-Based Algorithm Development and Validation Study

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 1662 FWCI1375.44

Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network

article Full Text OpenAlex 468 FWCI65.251

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

review Full Text OpenAlex 427 FWCI11.773

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

review Full Text OpenAlex 352 FWCI15.867

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

review Full Text OpenAlex 291 FWCI10.595

EEG Based Emotion Recognition: A Tutorial and Review

review Full Text OpenAlex 285 FWCI13.14

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

article Full Text OpenAlex 278 FWCI35.778

Facial Expression Recognition in the Wild via Deep Attentive Center Loss

article Full Text OpenAlex 262 FWCI32.79

Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis

article Full Text OpenAlex 252 FWCI19.111

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

review Full Text OpenAlex 249 FWCI11.515