IEEE

MotionScope AI: Comprehensive Human Activity Recognition Through Integrated Pose Analysis and Temporal Modeling

Abstract: This paper introduces a practical deep learning framework for recognizing human activities in indoor environments using MediaPipe pose estimation with multi-branch bidirectional LSTM ...
IEEE

Automated Classification of User Exercise Poses in Virtual Reality Using Machine Learning-Based Human Pose Estimation

Abstract: Human Pose Estimation (HPE) using machine learning presents significant potential for objectively analyzing user movements within Virtual Reality (VR) environments, particularly for ...