no code implementations • 13 Aug 2024 • Miao Zhang, Sherif Abdulatif, Benedikt Loesch, Marco Altmann, Marius Schwarz, Bin Yang
The rapid evolution of deep learning and its integration with autonomous driving systems have led to substantial advancements in 3D perception using multimodal sensors.
2 code implementations • 22 Sep 2022 • Sherif Abdulatif, Ruizhe Cao, Bin Yang
Rather than focusing exclusively on the speech denoising task, we extend this work to address the dereverberation and super-resolution tasks.
Ranked #1 on Audio Super-Resolution on VCTK Multi-Speaker
1 code implementation • 28 Mar 2022 • Ruizhe Cao, Sherif Abdulatif, Bin Yang
The estimation of magnitude and complex spectrogram is decoupled in the decoder stage and then jointly incorporated to reconstruct the enhanced speech.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +4
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.
no code implementations • 15 Mar 2021 • Karim Armanious, Sherif Abdulatif, Wenbin Shi, Tobias Hepp, Sergios Gatidis, Bin Yang
We apply the proposed methodology on a brain MRI dataset containing healthy individuals as well as Alzheimer's patients.
no code implementations • 20 Oct 2020 • Sherif Abdulatif, Karim Armanious, Jayasankar T. Sajeev, Karim Guirguis, Bin Yang
Recent years have seen a surge in the number of available frameworks for speech enhancement (SE) and recognition.
1 code implementation • 22 Sep 2020 • Karim Armanious, Sherif Abdulatif, Wenbin Shi, Shashank Salian, Thomas Küstner, Daniel Weiskopf, Tobias Hepp, Sergios Gatidis, Bin Yang
Thus, a whole-body assessment of the BA does not reflect the deviations of aging behavior between organs.
2 code implementations • 3 Mar 2020 • Karim Guirguis, Christoph Schorn, Andre Guntoro, Sherif Abdulatif, Bin Yang
The understanding of the surrounding environment plays a critical role in autonomous robotic systems, such as self-driving cars.
no code implementations • 21 Oct 2019 • Sherif Abdulatif, Karim Armanious, Karim Guirguis, Jayasankar T. Sajeev, Bin Yang
Automatic speech recognition (ASR) systems are of vital importance nowadays in commonplace tasks such as speech-to-text processing and language translation.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +6
no code implementations • 21 Oct 2019 • Karim Armanious, Vijeth Kumar, Sherif Abdulatif, Tobias Hepp, Sergios Gatidis, Bin Yang
Local deformations in medical modalities are common phenomena due to a multitude of factors such as metallic implants or limited field of views in magnetic resonance imaging (MRI).
no code implementations • 14 Oct 2019 • Karim Armanious, Sherif Abdulatif, Anish Rao Bhaktharaguttu, Thomas Küstner, Tobias Hepp, Sergios Gatidis, Bin Yang
Individuals age differently depending on a multitude of different factors such as lifestyle, medical history and genetics.
no code implementations • 12 Oct 2019 • Karim Armanious, Aastha Tanwar, Sherif Abdulatif, Thomas Küstner, Sergios Gatidis, Bin Yang
Motion is one of the main sources for artifacts in magnetic resonance (MR) images.
no code implementations • 8 Mar 2019 • Karim Armanious, Chenming Jiang, Sherif Abdulatif, Thomas Küstner, Sergios Gatidis, Bin Yang
The proposed framework utilizes new non-adversarial cycle losses which direct the framework to minimize the textural and perceptual discrepancies in the translated images.
no code implementations • 4 Mar 2019 • Karim Armanious, Sherif Abdulatif, Fady Aziz, Urs Schneider, Bin Yang
Radar is of vital importance in many fields, such as autonomous driving, safety and surveillance applications.
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.
no code implementations • 12 Nov 2018 • Sherif Abdulatif, Karim Armanious, Fady Aziz, Urs Schneider, Bin Yang
Two sets of experiments were collected on 22 subjects walking on a treadmill at an intermediate velocity using a \unit[25]{GHz} CW radar.
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.
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.