Single-Snapshot Pedestrian Gait Recognition at the Edge: A Deep Learning Approach to High-Resolution mmWave Sensing

Taking advantage of recent advancements in the development of high-resolution mmWave sensors, the next generation of autonomous vehicles will incorporate advanced gait analysis deep learning models for precise pedestrian detection in a typical automotive scene. Prior works in pedestrian gait analysis, however, restrict their scope to idealized, controlled environments that neglect many of the cofa...