A MIMO Radar-Based Metric Learning Approach for Activity Recognition

no code implementations • 2 Nov 2021 • Fady Aziz, Omar Metwally, Pascal Weller, Urs Schneider, Marco F. Huber

In this paper, a MIMO radar is used to formulate a novel micro-motion spectrogram for the angular velocity ({\mu}-{\omega}) in non-tangential scenarios.

Few-Shot Learning Human Activity Recognition +1

A MIMO Radar-based Few-Shot Learning Approach for Human-ID

no code implementations • 16 Oct 2021 • Pascal Weller, Fady Aziz, Sherif Abdulatif, Urs Schneider, Marco F. Huber

Radar for deep learning-based human identification has become a research area of increasing interest.

Few-Shot Learning Metric Learning