Panayiotis Paraskevas Filntisis

Person Identification Using Deep Convolutional Neural Networks on Short-Term Signals from Wearable Sensors

In this work, we explore the discriminating ability of short-term signal patterns (e.g. few minutes long) with respect to the person identification task. We focus on signals recorded by simple wearable devices, such as smart watches, which can measure movements (accelerometer and gyroscope sensors)…