Examining Subject-Dependent and Subject-Independent Human Affect Inference from Limited Video Data

Keyphrases

• Video Data 100%
• Subject-dependent 100%
• Subject-independent 100%
• Human Affects 100%
• Facial Expression 50%
• Facial Image 25%
• In the Wild 25%
• Video Database 25%
• Data Annotation 25%
• Idiosyncrasy 25%
• Emotional State 25%
• Mutually Exclusive 25%
• Affect Prediction 25%
• Affect Recognition 25%
• Dynamic Affect 25%
• Convolutional Long Short-term Memory (ConvLSTM) 25%
• AFEW-VA 25%
• Weighted Loss Function 25%
• Emotion Inference 25%
• Long Short-term Memory Architecture 25%
• Dynamic Annotation 25%
• Categorical Emotions 25%
• Affect Estimation 25%

Computer Science

• Facial Expression 100%
• facial image 50%
• Annotation 50%
• Video Database 50%
• Emotional State 50%
• Convolutional Neural Network 50%
• Long Short-Term Memory Network 50%
• Memory Architecture 50%

Earth and Planetary Sciences

• Long Short-Term Memory Network 100%