Yanhua Zhao

Activity Recognition from Smart Insole Sensor Data Using a Circular Dilated CNN

Abstract Smart insoles equipped with pressure sensors, accelerometers, and gyroscopes offer a non-intrusive way of monitoring human gait and posture. We present an activity classification system based on a circular dilated convolutional neural network (CDCNN) that processes multi...