Transforming Sensor Data to the Image Domain for Deep Learning - an Application to Footstep Detection

Monit Shah Singh, Vinaychandran Pondenkandath, Bo Zhou +2

Convolutional Neural Networks (CNNs) have become the state-of-the-art in various computer vision tasks, but they are still premature for most sensor data, especially in pervasive a…