activity
20172022
most citedMicro-Doppler Based Human-Robot Classification Using Ensemble and Deep Learning Approaches

39 citations · 144 across the 11 of their papers we have counts for

collaborators

11 papers

eess.SP2022★ 3 cited

Radar-based Respiratory Rate Monitoring in Standing Position

Tassneem Helal, Fady Aziz, Omar Metwally +4

Estimating human vital signs in a contactless non-invasive method using radar provides a convenient method in the medical field to conduct several health checkups easily and quickl…

eess.SP2021

A MIMO Radar-Based Metric Learning Approach for Activity Recognition

Fady Aziz, Omar Metwally, Pascal Weller +2

Human activity recognition is seen of great importance in the medical and surveillance fields. Radar has shown great feasibility for this field based on the captured micro-Doppler…

eess.SP2021

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

Pascal Weller, Fady Aziz, Sherif Abdulatif +2

Radar for deep learning-based human identification has become a research area of increasing interest. It has been shown that micro-Doppler (-D) can reflect the walking behavior…

eess.SP2021

DimRad: A Radar-Based Perception System for Prosthetic Leg Barrier Traversing

Fady Aziz, Bassam Elmakhzangy, Christophe Maufroy +2

Lower extremity amputees face challenges in natural locomotion, which is partially compensated using powered assistive systems, e.g., micro-processor controlled prosthetic leg. In…

cs.CV2019★ 26 cited

An Adversarial Super-Resolution Remedy for Radar Design Trade-offs

Karim Armanious, Sherif Abdulatif, Fady Aziz +2

Radar is of vital importance in many fields, such as autonomous driving, safety and surveillance applications. However, it suffers from stringent constraints on its design parametr…

cs.CV2018★ 20 cited

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

Sherif Abdulatif, Fady Aziz, Karim Armanious +3

Obtaining a smart surveillance requires a sensing system that can capture accurate and detailed information for the human walking style. The radar micro-Doppler (-D)…