Sherif Abdulatif | DeepAI

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∙ 09/22/2022

CMGAN: Conformer-Based Metric-GAN for Monaural Speech Enhancement

Convolution-augmented transformers (Conformers) are recently proposed in...

4 Sherif Abdulatif, et al. ∙

∙ 03/28/2022

CMGAN: Conformer-based Metric GAN for Speech Enhancement

Recently, convolution-augmented transformer (Conformer) has achieved pro...

0 Ruizhe Cao, et al. ∙

∙ 10/16/2021

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

Radar for deep learning-based human identification has become a research...

0 Pascal Weller, et al. ∙

∙ 03/15/2021

Uncertainty-Based Biological Age Estimation of Brain MRI Scans

Age is an essential factor in modern diagnostic procedures. However, ass...

0 Karim Armanious, et al. ∙

∙ 10/20/2020

Investigating Cross-Domain Losses for Speech Enhancement

Recent years have seen a surge in the number of available frameworks for...

0 Sherif Abdulatif, et al. ∙

∙ 09/22/2020

Age-Net: An MRI-Based Iterative Framework for Biological Age Estimation

The concept of biological age (BA) - although important in clinical prac...

8 Karim Armanious, et al. ∙

∙ 03/03/2020

SELD-TCN: Sound Event Localization Detection via Temporal Convolutional Networks

The understanding of the surrounding environment plays a critical role i...

0 Karim Guirguis, et al. ∙

∙ 10/21/2019

Perceptual Speech Enhancement via Generative Adversarial Networks

Automatic speech recognition (ASR) systems are of vital importance nowad...

0 Sherif Abdulatif, et al. ∙

∙ 10/21/2019

ipA-MedGAN: Inpainting of Arbitrarily Regions in Medical Modalities

Local deformations in medical modalities are common phenomena due to a m...

0 Karim Armanious, et al. ∙

∙ 10/14/2019

Organ-based Age Estimation based on 3D MRI Scans

Individuals age differently depending on a multitude of different factor...

0 Karim Armanious, et al. ∙

∙ 10/12/2019

Unsupervised Adversarial Correction of Rigid MR Motion Artifacts

Motion is one of the main sources for artifacts in magnetic resonance (M...

0 Karim Armanious, et al. ∙

∙ 03/08/2019

Unsupervised Medical Image Translation Using Cycle-MedGAN

Image-to-image translation is a new field in computer vision with multip...

0 Karim Armanious, et al. ∙

∙ 03/04/2019

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

Radar is of vital importance in many fields, such as autonomous driving,...

0 Sherif Abdulatif, et al. ∙

∙ 11/17/2018

A Study of Human Body Characteristics Effect on Micro-Doppler-Based Person Identification using Deep Learning

Obtaining a smart surveillance requires a sensing system that can captur...

0 Sherif Abdulatif, et al. ∙

∙ 11/12/2018

Towards Adversarial Denoising of Radar Micro-Doppler Signatures

Generative Adversarial Networks (GANs) are considered the state-of-the-a...

4 Karim Armanious, et al. ∙

∙ 11/25/2017

Stairs Detection for Enhancing Wheelchair Capabilities Based on Radar Sensors

Powered wheelchair users encounter barriers to their mobility everyday. ...

0 Sherif Abdulatif, et al. ∙

∙ 11/25/2017

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

Radar sensors can be used for analyzing the induced frequency shifts due...

0 Sherif Abdulatif, et al. ∙

∙ 11/25/2017

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

Unique micro-Doppler signature (μ-D) of a human body motion can be analy...

0 Sherif Abdulatif, et al. ∙

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