Vahid Babakeshizadeh

Exercise motion classification from large-scale wearable sensor data using convolutional neural networks

The ability to accurately identify human activities is essential for developing automatic rehabilitation and sports training systems. In this paper, large-scale exercise motion data obtained from a forearm-worn wearable sensor are classified with a convolutional neural network (CNN). Time-series dat…