Karim Armanious

According to our database, Karim Armanious authored at least 28 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

USIS: Unsupervised Semantic Image Synthesis.

George Eskandar, Mohamed Abdelsamad, Karim Armanious, Bin Yang

Comput. Graph., April, 2023

2022

Generative adversarial networks and deep learning for medical image analysis.

Karim Armanious

PhD thesis, 2022

Wavelet-Based Unsupervised Label-to-Image Translation.

George Eskandar, Mohamed Abdelsamad, Karim Armanious, Shuai Zhang, Bin Yang

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

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

Karim Armanious, Sherif Abdulatif, Wenbin Shi, Shashank Salian, Thomas Küstner, Daniel Weiskopf, Tobias Hepp, Sergios Gatidis, Bin Yang

IEEE Trans. Medical Imaging, 2021

Uncertainty estimation and explainability in deep learning-based age estimation of the human brain: Results from the German National Cohort MRI study.

Tobias Hepp, Dominik Blum, Karim Armanious, Bernhard Schölkopf, Darko Stern, Bin Yang, Sergios Gatidis

Comput. Medical Imaging Graph., 2021

Uncertainty-Based Biological Age Estimation of Brain MRI Scans.

Karim Armanious, Sherif Abdulatif, Wenbin Shi, Tobias Hepp, Sergios Gatidis, Bin Yang

Proceedings of the IEEE International Conference on Acoustics, 2021

SLPC: A VRNN-based approach for stochastic lidar prediction and completion in autonomous driving.

George Eskandar, Alexander Braun, Martin Meinke, Karim Armanious, Bin Yang

Proceedings of the 29th European Signal Processing Conference, 2021

Investigating Cross-Domain Losses for Speech Enhancement.

Sherif Abdulatif, Karim Armanious, Jayasankar T. Sajeev, Karim Guirguis, Bin Yang

Proceedings of the 29th European Signal Processing Conference, 2021

2020

Interference-Aware Cognitive Radar: A Remedy to the Automotive Interference Problem.

Gor Hakobyan, Karim Armanious, Bin Yang

IEEE Trans. Aerosp. Electron. Syst., 2020

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

Karim Armanious, Sherif Abdulatif, Wenbin Shi, Shashank Salian, Thomas Küstner, Daniel Weiskopf, Tobias Hepp, Sergios Gatidis, Bin Yang

CoRR, 2020

MedGAN: Medical image translation using GANs.

Karim Armanious, Chenming Jiang, Marc Fischer, Thomas Küstner, Tobias Hepp, Konstantin Nikolaou, Sergios Gatidis, Bin Yang

Comput. Medical Imaging Graph., 2020

Unsupervised Adversarial Correction of Rigid MR Motion Artifacts.

Karim Armanious, Aastha Tanwar, Sherif Abdulatif, Thomas Küstner, Sergios Gatidis, Bin Yang

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

ipA-MedGAN: Inpainting of Arbitrary Regions in Medical Imaging.

Karim Armanious, Vijeth Kumar, Sherif Abdulatif, Tobias Hepp, Sergios Gatidis, Bin Yang

Proceedings of the IEEE International Conference on Image Processing, 2020

Organ-Based Chronological Age Estimation Based on 3D MRI Scans.

Karim Armanious, Sherif Abdulatif, Anish Rao Bhaktharaguttu, Thomas Küstner, Tobias Hepp, Sergios Gatidis, Bin Yang

Proceedings of the 28th European Signal Processing Conference, 2020

AeGAN: Time-Frequency Speech Denoising via Generative Adversarial Networks.

Sherif Abdulatif, Karim Armanious, Karim Guirguis, Jayasankar T. Sajeev, Bin Yang

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Perceptual Speech Enhancement via Generative Adversarial Networks.

Sherif Abdulatif, Karim Armanious, Karim Guirguis, Jayasankar T. Sajeev, Bin Yang

CoRR, 2019

ipA-MedGAN: Inpainting of Arbitrarily Regions in Medical Modalities.

Karim Armanious, Vijeth Kumar, Sherif Abdulatif, Tobias Hepp, Sergios Gatidis, Bin Yang

CoRR, 2019

Organ-based Age Estimation based on 3D MRI Scans.

Karim Armanious, Sherif Abdulatif, Anish Rao Bhaktharaguttu, Thomas Küstner, Tobias Hepp, Sergios Gatidis, Bin Yang

CoRR, 2019

Retrospective Correction Of Rigid And Non-Rigid MR Motion Artifacts Using Gans.

Karim Armanious, Sergios Gatidis, Konstantin Nikolaou, Bin Yang, Thomas Kustner

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Adversarial Inpainting of Medical Image Modalities.

Karim Armanious, Youssef Mecky, Sergios Gatidis, Bin Yang

Proceedings of the IEEE International Conference on Acoustics, 2019

Prediction of FDG uptake in Lung Tumors from CT Images Using Generative Adversarial Networks.

Annika Liebgott, Darius Hinderer, Karim Armanious, Alexander Bartler, Konstantin Nikolaou, Sergios Gatidis, Bin Yang

Proceedings of the 27th European Signal Processing Conference, 2019

Spatial and Hierarchical Riemannian Dimensionality Reduction and Dictionary Learning for Segmenting Multichannel Images.

Faezeh Fallah, Karim Armanious, Bin Yang, Fabian Bamberg

Proceedings of the 27th European Signal Processing Conference, 2019

Volumetric Surface-guided Graph-based Segmentation of Cardiac Adipose Tissues on Fat-Water MR Images.

Faezeh Fallah, Karim Armanious, Bin Yang, Fabian Bamberg

Proceedings of the 27th European Signal Processing Conference, 2019

Unsupervised Medical Image Translation Using Cycle-MedGAN.

Karim Armanious, Chenming Jiang, Sherif Abdulatif, Thomas Küstner, Sergios Gatidis, Bin Yang

Proceedings of the 27th European Signal Processing Conference, 2019

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

Karim Armanious, Sherif Abdulatif, Fady Aziz, Urs Schneider, Bin Yang

Proceedings of the 27th European Signal Processing Conference, 2019

2018

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

Sherif Abdulatif, Fady Aziz, Karim Armanious, Bernhard Kleiner, Bin Yang, Urs Schneider

CoRR, 2018

Towards Adversarial Denoising of Radar Micro-Doppler Signatures.

Karim Armanious, Sherif Abdulatif, Fady Aziz, Bernhard Kleiner, Bin Yang

CoRR, 2018

MedGAN: Medical Image Translation using GANs.

Karim Armanious, Chenming Yang, Marc Fischer, Thomas Küstner, Konstantin Nikolaou, Sergios Gatidis, Bin Yang

CoRR, 2018