39 citations · 144 across the 11 of their papers we have counts for
11 papers
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…
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…
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…
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…
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…
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)…
Towards Adversarial Denoising of Radar Micro-Doppler Signatures
Sherif Abdulatif, Karim Armanious, Fady Aziz +2
Generative Adversarial Networks (GANs) are considered the state-of-the-art in the field of image generation. They learn the joint distribution of the training data and attempt to g…
Stairs Detection for Enhancing Wheelchair Capabilities Based on Radar Sensors
Sherif Abdulatif, Bernhard Kleiner, Fady Aziz +3
Powered wheelchair users encounter barriers to their mobility everyday. Entering a building with non barrier-free areas can massively impact the user mobility related activities. T…
Power-Based Real-Time Respiration Monitoring Using FMCW Radar
Sherif Abdulatif, Fady Aziz, Pelin Altiner +2
Non-contact vital sign detection is a required application nowadays in many fields as patient monitoring and static human detection. Within the last decade, radar has been introduc…
Real-Time Capable Micro-Doppler Signature Decomposition of Walking Human Limbs
Sherif Abdulatif, Fady Aziz, Bernhard Kleiner +1
Unique micro-Doppler signature (-D) of a human body motion can be analyzed as the superposition of different body parts -D signatures. Extraction of hum…
Micro-Doppler Based Human-Robot Classification Using Ensemble and Deep Learning Approaches
Sherif Abdulatif, Qian Wei, Fady Aziz +2
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 (-D) and m…