Multimodal data-based deep learning model for sitting posture recognition toward office workers’ health promotion

Keyphrases

• Worker Health 100%
• Office Workers 100%
• Data-centric 100%
• Sitting Posture 100%
• Health Promotion 100%
• Deep Learning Model 100%
• Multimodal Data 100%
• Sitting Posture Recognition 100%
• High Performance 33%
• Cross-modal 33%
• Performance Results 33%
• Work-related musculoskeletal Disorders (WRMSDs) 33%
• Modality-specific 33%
• Accurate Recognition 33%
• Multi-task Learning 33%
• Daily Use 33%
• Machine Learning Models 33%
• Multimodal Data Fusion 33%
• F1 Score 33%
• Handcrafted Features 33%
• Learning-based Classification 33%
• Pressure Map 33%
• Preserving Privacy 33%
• Self-attention Module 33%

Computer Science

• Deep Learning Model 100%
• Privacy Preserving 50%
• Multimodal Data Fusion 50%
• Multitask Learning 50%
• Domain Knowledge 50%
• Related Application 50%
• Machine Learning 50%
• Learning System 50%

Psychology

• Health Promotion 100%
• Learning Model 100%
• Domain Knowledge 33%
• Musculoskeletal Disorder 33%