Shabab Bazrafkan

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 35

Top Topics

Expression Recognition

Iris Segmentation

Consumer Electronics

Top Venues

IEEE Consumer Electron. Mag.

Publications

Stefano Zorzi, Shabab Bazrafkan, Stefan Habenschuss, Friedrich Fraundorfer
PolyWorld: Polygonal Building Extraction with Graph Neural Networks in Satellite Images. CVPR (2022)
Stefano Zorzi, Shabab Bazrafkan, Stefan Habenschuss, Friedrich Fraundorfer
PolyWorld: Polygonal Building Extraction with Graph Neural Networks in Satellite Images. CoRR (2021)
Emanoel R. Sabidussi, Stefan Klein, Matthan W. A. Caan, Shabab Bazrafkan, Arnold Jan den Dekker, Jan Sijbers, Wiro J. Niessen, Dirk H. J. Poot
Recurrent inference machines as inverse problem solvers for MR relaxometry. Medical Image Anal. 74 (2021)
Shabab Bazrafkan, Viktor Varkarakis, Joseph Lemley, Hossein Javidnia, Peter Corcoran
Versatile Auxiliary Classification and Regression With Generative Adversarial Networks. IEEE Access 9 (2021)
Emanoel R. Sabidussi, Stefan Klein, Matthan W. A. Caan, Shabab Bazrafkan, Arjan Jan den Dekker, Jan Sijbers, Wiro J. Niessen, Dirk H. J. Poot
Recurrent Inference Machines as inverse problem solvers for MR relaxometry. CoRR (2021)
Shabab Bazrafkan, Vincent Van Nieuwenhove, Joris Soons, Jan De Beenhouwer, Jan Sijbers
To recurse or not to recurse: a low-dose CT study. Prog. Artif. Intell. 10 (1) (2021)
Viktor Varkarakis, Shabab Bazrafkan, Peter Corcoran
Re-Training StyleGAN - A First Step Towards Building Large, Scalable Synthetic Facial Datasets. CoRR (2020)
Marina Ljubenovic, Shabab Bazrafkan, Jan De Beenhouwer, Jan Sijbers
CNN-based Deblurring of Terahertz Images. VISIGRAPP (4: VISAPP) (2020)
Viktor Varkarakis, Shabab Bazrafkan, Peter Corcoran
Deep neural network and data augmentation methodology for off-axis iris segmentation in wearable headsets. Neural Networks 121 (2020)
Viktor Varkarakis, Shabab Bazrafkan, Gabriel Nicolae Costache, Peter Corcoran
Validating Seed Data Samples for Synthetic Identities - Methodology and Uniqueness Metrics. IEEE Access 8 (2020)
Marina Ljubenovic, Shabab Bazrafkan, Pavel Paramonov, Jan De Beenhouwer, Jan Sijbers
CNN-Based Deblurring of THz Time-Domain Images. VISIGRAPP (Revised Selected Papers) (2020)
Viktor Varkarakis, Shabab Bazrafkan, Peter Corcoran
Deep Neural Network and Data Augmentation Methodology for off-axis iris segmentation in wearable headsets. CoRR (2019)
Jeroen Van Houtte, Shabab Bazrafkan, Filip Vandenberghe, Guoyan Zheng, Jan Sijbers
A Deep Learning Approach to Horse Bone Segmentation from Digitally Reconstructed Radiographs. IPTA (2019)
Shabab Bazrafkan, Vincent Van Nieuwenhove, Joris Soons, Jan De Beenhouwer, Jan Sijbers
Deep Learning Based Computed Tomography Whys and Wherefores. CoRR (2019)
Viktor Varkarakis, Shabab Bazrafkan, Peter Corcoran
A Deep Learning Approach to Segmentation of Distorted Iris Regions in Head-Mounted Displays. GEM (2018)
Shabab Bazrafkan, Peter Corcoran
Versatile Auxiliary Regressor with Generative Adversarial network (VAR+GAN). CoRR (2018)
Adrian-Stefan Ungureanu, Shabab Bazrafkan, Peter Corcoran
Deep learning for hand segmentation in complex backgrounds. ICCE (2018)
Joseph Lemley, Shabab Bazrafkan, Peter Corcoran
Learning data augmentation for consumer devices and services. ICCE (2018)
Shabab Bazrafkan, Hossein Javidnia, Peter Corcoran
Versatile Auxiliary Classifier + Generative Adversarial Network (VAC+GAN); Training Conditional Generators. CoRR (2018)
Shabab Bazrafkan, Peter Corcoran
Enhancing iris authentication on handheld devices using deep learning derived segmentation techniques. ICCE (2018)
Shabab Bazrafkan, Hossein Javidnia, Joseph Lemley, Peter Corcoran
Semiparallel deep neural network hybrid architecture: first application on depth from monocular camera. J. Electronic Imaging 27 (04) (2018)
Shabab Bazrafkan, Hossein Javidnia, Peter Corcoran
Latent space mapping for generation of object elements with corresponding data annotation. Pattern Recognit. Lett. 116 (2018)
Shabab Bazrafkan, Peter M. Corcoran
Pushing the AI Envelope: Merging Deep Networks to Accelerate Edge Artificial Intelligence in Consumer Electronics Devices and Systems. IEEE Consumer Electron. Mag. 7 (2) (2018)
Shabab Bazrafkan, Peter Corcoran
Versatile Auxiliary Classifier with Generative Adversarial Network (VAC+GAN), Multi Class Scenarios. CoRR (2018)
Hossein Javidnia, Shabab Bazrafkan, Peter Corcoran
The application of deep learning on depth from multi-array camera. ICCE (2018)
Shabab Bazrafkan, Shejin Thavalengal, Peter Corcoran
An end to end Deep Neural Network for iris segmentation in unconstrained scenarios. Neural Networks 106 (2018)
Shabab Bazrafkan, Shejin Thavalengal, Peter Corcoran
An End to End Deep Neural Network for Iris Segmentation in Unconstraint Scenarios. CoRR (2017)
Shabab Bazrafkan, Tudor Nedelcu, Pawel Filipczuk, Peter Corcoran
Deep learning for facial expression recognition: A step closer to a smartphone that knows your moods. ICCE (2017)
Joe Lemley, Shabab Bazrafkan, Peter Corcoran
Deep Learning for Consumer Devices and Services: Pushing the limits for machine learning, artificial intelligence, and computer vision. IEEE Consumer Electron. Mag. 6 (2) (2017)
Joseph Lemley, Shabab Bazrafkan, Peter Corcoran
Transfer Learning of Temporal Information for Driver Action Classification. MAICS (2017)
Shabab Bazrafkan, Hossein Javidnia, Joe Lemley, Peter Corcoran
Depth from Monocular Images using a Semi-Parallel Deep Neural Network (SPDNN) Hybrid Architecture. CoRR (2017)
Joseph Lemley, Shabab Bazrafkan, Peter Corcoran
Smart Augmentation Learning an Optimal Data Augmentation Strategy. IEEE Access 5 (2017)
Joseph Lemley, Shabab Bazrafkan, Peter Corcoran
Smart Augmentation - Learning an Optimal Data Augmentation Strategy. CoRR (2017)
Shabab Bazrafkan, Tudor Nedelcu, Claudia Costache, Peter Corcoran
Finger vein biometric: Smartphone footprint prototype with vein map extraction using computational imaging techniques. ICCE (2016)
Anuradha Kar, Shabab Bazrafkan, Claudia Costache, Peter Corcoran
Eye-gaze systems - An analysis of error sources and potential accuracy in consumer electronics use cases. ICCE (2016)
Shabab Bazrafkan, Anuradha Kar, Claudia Costache
Eye Gaze for Consumer Electronics: Controlling and commanding intelligent systems. IEEE Consumer Electron. Mag. 4 (4) (2015)