Person Identification and Body Mass Index: A Deep Learning-Based Study on Micro-Dopplers

no code implementations • 17 Nov 2018 • Sherif Abdulatif, Fady Aziz, Karim Armanious, Bernhard Kleiner, Bin Yang, Urs Schneider

In our proposed experimental setup, a treadmill is used to collect $\boldsymbol{\mu}$-D signatures of 22 subjects with different genders and body characteristics.

Person Identification

Micro-Doppler Based Human-Robot Classification Using Ensemble and Deep Learning Approaches

no code implementations • 25 Nov 2017 • Sherif Abdulatif, Qian Wei, Fady Aziz, Bernhard Kleiner, Urs Schneider

Radar sensors can be used for analyzing the induced frequency shifts due to micro-motions in both range and velocity dimensions identified as micro-Doppler ($\boldsymbol{\mu}$-D) and micro-Range ($\boldsymbol{\mu}$-R), respectively.

Classification Gait Recognition +1

Real-Time Capable Micro-Doppler Signature Decomposition of Walking Human Limbs

no code implementations • 25 Nov 2017 • Sherif Abdulatif, Fady Aziz, Bernhard Kleiner, Urs Schneider

Unique micro-Doppler signature ($\boldsymbol{\mu}$-D) of a human body motion can be analyzed as the superposition of different body parts $\boldsymbol{\mu}$-D signatures.