Shabab Bazrafkan

According to our database, Shabab Bazrafkan authored at least 32 papers between 2015 and 2022.

Collaborative distances:

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

2022

PolyWorld: Polygonal Building Extraction with Graph Neural Networks in Satellite Images.

Stefano Zorzi, Shabab Bazrafkan, Stefan Habenschuss, Friedrich Fraundorfer

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

To recurse or not to recurse: a low-dose CT study.

Shabab Bazrafkan, Vincent Van Nieuwenhove, Joris Soons, Jan De Beenhouwer, Jan Sijbers

Prog. Artif. Intell., 2021

Recurrent inference machines as inverse problem solvers for MR relaxometry.

Emanoel R. Sabidussi, Stefan Klein, Matthan W. A. Caan, Shabab Bazrafkan, Arnold J. den Dekker, Jan Sijbers, Wiro J. Niessen, Dirk H. J. Poot

Medical Image Anal., 2021

Versatile Auxiliary Classification and Regression With Generative Adversarial Networks.

Shabab Bazrafkan, Viktor Varkarakis, Joseph Lemley, Hossein Javidnia, Peter Corcoran

IEEE Access, 2021

2020

Deep neural network and data augmentation methodology for off-axis iris segmentation in wearable headsets.

Viktor Varkarakis, Shabab Bazrafkan, Peter Corcoran

Neural Networks, 2020

Re-Training StyleGAN - A First Step Towards Building Large, Scalable Synthetic Facial Datasets.

Viktor Varkarakis, Shabab Bazrafkan, Peter Corcoran

CoRR, 2020

Validating Seed Data Samples for Synthetic Identities - Methodology and Uniqueness Metrics.

Viktor Varkarakis, Shabab Bazrafkan, Gabriel Nicolae Costache, Peter Corcoran

IEEE Access, 2020

CNN-based Deblurring of Terahertz Images.

Marina Ljubenovic, Shabab Bazrafkan, Jan De Beenhouwer, Jan Sijbers

Proceedings of the 15th International Joint Conference on Computer Vision, 2020

CNN-Based Deblurring of THz Time-Domain Images.

Marina Ljubenovic, Shabab Bazrafkan, Pavel Paramonov, Jan De Beenhouwer, Jan Sijbers

Proceedings of the Computer Vision, Imaging and Computer Graphics Theory and Applications, 2020

2019

Deep Learning Based Computed Tomography Whys and Wherefores.

Shabab Bazrafkan, Vincent Van Nieuwenhove, Joris Soons, Jan De Beenhouwer, Jan Sijbers

CoRR, 2019

A Deep Learning Approach to Horse Bone Segmentation from Digitally Reconstructed Radiographs.

Jeroen Van Houtte, Shabab Bazrafkan, Filip Vandenberghe, Guoyan Zheng, Jan Sijbers

Proceedings of the Ninth International Conference on Image Processing Theory, 2019

2018

Latent space mapping for generation of object elements with corresponding data annotation.

Shabab Bazrafkan, Hossein Javidnia, Peter Corcoran

Pattern Recognit. Lett., 2018

An end to end Deep Neural Network for iris segmentation in unconstrained scenarios.

Shabab Bazrafkan, Shejin Thavalengal, Peter Corcoran

Neural Networks, 2018

Semiparallel deep neural network hybrid architecture: first application on depth from monocular camera.

Shabab Bazrafkan, Hossein Javidnia, Joseph Lemley, Peter Corcoran

J. Electronic Imaging, 2018

Versatile Auxiliary Classifier with Generative Adversarial Network (VAC+GAN), Multi Class Scenarios.

Shabab Bazrafkan, Peter Corcoran

CoRR, 2018

Versatile Auxiliary Regressor with Generative Adversarial network (VAR+GAN).

Shabab Bazrafkan, Peter Corcoran

CoRR, 2018

Versatile Auxiliary Classifier + Generative Adversarial Network (VAC+GAN); Training Conditional Generators.

Shabab Bazrafkan, Hossein Javidnia, Peter Corcoran

CoRR, 2018

Pushing the AI Envelope: Merging Deep Networks to Accelerate Edge Artificial Intelligence in Consumer Electronics Devices and Systems.

Shabab Bazrafkan, Peter M. Corcoran

IEEE Consumer Electron. Mag., 2018

Deep learning for hand segmentation in complex backgrounds.

Adrian-Stefan Ungureanu, Shabab Bazrafkan, Peter Corcoran

Proceedings of the IEEE International Conference on Consumer Electronics, 2018

Learning data augmentation for consumer devices and services.

Joseph Lemley, Shabab Bazrafkan, Peter Corcoran

Proceedings of the IEEE International Conference on Consumer Electronics, 2018

The application of deep learning on depth from multi-array camera.

Hossein Javidnia, Shabab Bazrafkan, Peter Corcoran

Proceedings of the IEEE International Conference on Consumer Electronics, 2018

Enhancing iris authentication on handheld devices using deep learning derived segmentation techniques.

Shabab Bazrafkan, Peter Corcoran

Proceedings of the IEEE International Conference on Consumer Electronics, 2018

A Deep Learning Approach to Segmentation of Distorted Iris Regions in Head-Mounted Displays.

Viktor Varkarakis, Shabab Bazrafkan, Peter Corcoran

Proceedings of the IEEE Games, Entertainment, Media Conference, 2018

2017

An End to End Deep Neural Network for Iris Segmentation in Unconstraint Scenarios.

Shabab Bazrafkan, Shejin Thavalengal, Peter Corcoran

CoRR, 2017

Depth from Monocular Images using a Semi-Parallel Deep Neural Network (SPDNN) Hybrid Architecture.

Shabab Bazrafkan, Hossein Javidnia, Joe Lemley, Peter Corcoran

CoRR, 2017

Deep Learning for Consumer Devices and Services: Pushing the limits for machine learning, artificial intelligence, and computer vision.

Joe Lemley, Shabab Bazrafkan, Peter Corcoran

IEEE Consumer Electron. Mag., 2017

Smart Augmentation Learning an Optimal Data Augmentation Strategy.

Joseph Lemley, Shabab Bazrafkan, Peter Corcoran

IEEE Access, 2017

Transfer Learning of Temporal Information for Driver Action Classification.

Joseph Lemley, Shabab Bazrafkan, Peter Corcoran

Proceedings of the 28th Modern Artificial Intelligence and Cognitive Science Conference 2017, 2017

Deep learning for facial expression recognition: A step closer to a smartphone that knows your moods.

Shabab Bazrafkan, Tudor Nedelcu, Pawel Filipczuk, Peter Corcoran

Proceedings of the IEEE International Conference on Consumer Electronics, 2017

2016

Eye-gaze systems - An analysis of error sources and potential accuracy in consumer electronics use cases.

Anuradha Kar, Shabab Bazrafkan, Claudia Costache, Peter Corcoran

Proceedings of the IEEE International Conference on Consumer Electronics, 2016

Finger vein biometric: Smartphone footprint prototype with vein map extraction using computational imaging techniques.

Shabab Bazrafkan, Tudor Nedelcu, Claudia Costache, Peter Corcoran

Proceedings of the IEEE International Conference on Consumer Electronics, 2016

2015

Eye Gaze for Consumer Electronics: Controlling and commanding intelligent systems.

Shabab Bazrafkan, Anuradha Kar, Claudia Costache

IEEE Consumer Electron. Mag., 2015