Self-supervised pain intensity estimation from facial videos via statistical spatiotemporal distillation

Keyphrases

• Distillation 100%
• Spatiotemporal 100%
• Facial Video 100%
• Learning Representations 100%
• Pain Recognition 100%
• Labeled Data 50%
• Publicly Available 50%
• Video Representation 50%
• Deep Model 50%
• Generalization Ability 50%
• Computationally Efficient 50%
• Facial Expression 50%
• Spatiotemporal Variation 50%
• Assessment Technology 50%
• Pain Assessment 50%
• Pain Management 50%
• Generalized Representation 50%
• Similarity Function 50%
• Downstream Task 50%
• Automatic Pain Assessment 50%
• Siamese Network 50%
• Pretext Task 50%
• Pain Level 50%
• Cross-dataset Evaluation 50%
• Single RGB Image 50%
• Self-supervised Learning 50%

Computer Science

• Video Representation 100%
• RGB Image 100%
• Generalization Ability 100%
• Self-Supervised Learning 100%
• Siamese Neural Network 100%
• Facial Expression 100%

INIS

• distillation 100%
• pain 100%
• datasets 28%
• assessments 14%
• data 14%
• images 14%
• cost 14%
• learning 14%
• management 14%
• increasing 14%
• variations 14%
• evaluation 14%
• technology assessment 14%