Real-Time Sitting Posture Detection and Feedback System Using MediaPipe and XGBoost
Published:
A robust sitting posture detection interface using MediaPipe and an optimized XGBoost classifier, introducing scale-invariant geometric features (including normalized nose-to-shoulder depth) with a temporal smoothing window, deployed as a live feedback system.
Recommended citation: Fisthiantara, B. A., Christy, G. E. P., Winata, J. N., Chen, J. M., Thamzir, K. D., & Tarigan, G. A. (2026). "Real-Time Sitting Posture Detection and Feedback System Using MediaPipe and XGBoost."