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Shabab Bazrafkan
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2020 – today
- 2022
- [c13]Stefano Zorzi, Shabab Bazrafkan, Stefan Habenschuss, Friedrich Fraundorfer:
PolyWorld: Polygonal Building Extraction with Graph Neural Networks in Satellite Images. CVPR 2022: 1938-1947 - 2021
- [j12]Shabab Bazrafkan, Viktor Varkarakis
, Joseph Lemley
Versatile Auxiliary Classification and Regression With Generative Adversarial Networks. IEEE Access 9: 38810-38825 (2021) - [j11]Emanoel R. Sabidussi, Stefan Klein
Recurrent inference machines as inverse problem solvers for MR relaxometry. Medical Image Anal. 74: 102220 (2021) - [j10]Shabab Bazrafkan
To recurse or not to recurse: a low-dose CT study. Prog. Artif. Intell. 10(1): 65-81 (2021) - [i11]Emanoel R. Sabidussi, Stefan Klein, Matthan W. A. Caan, Shabab Bazrafkan, Arnold J. den Dekker, Jan Sijbers, Wiro J. Niessen, Dirk H. J. Poot:
Recurrent Inference Machines as inverse problem solvers for MR relaxometry. CoRR abs/2106.07379 (2021) - [i10]Stefano Zorzi, Shabab Bazrafkan, Stefan Habenschuss, Friedrich Fraundorfer:
PolyWorld: Polygonal Building Extraction with Graph Neural Networks in Satellite Images. CoRR abs/2111.15491 (2021) - 2020
- [j9]Viktor Varkarakis
Validating Seed Data Samples for Synthetic Identities - Methodology and Uniqueness Metrics. IEEE Access 8: 152532-152550 (2020) - [j8]Viktor Varkarakis, Shabab Bazrafkan, Peter Corcoran
Deep neural network and data augmentation methodology for off-axis iris segmentation in wearable headsets. Neural Networks 121: 101-121 (2020) - [c12]Marina Ljubenovic
CNN-Based Deblurring of THz Time-Domain Images. VISIGRAPP (Revised Selected Papers) 2020: 477-494 - [c11]Marina Ljubenovic, Shabab Bazrafkan, Jan De Beenhouwer
CNN-based Deblurring of Terahertz Images. VISIGRAPP (4: VISAPP) 2020: 323-330 - [i9]Viktor Varkarakis, Shabab Bazrafkan, Peter Corcoran
Re-Training StyleGAN - A First Step Towards Building Large, Scalable Synthetic Facial Datasets. CoRR abs/2003.10847 (2020)
2010 – 2019
- 2019
- [c10]Jeroen Van Houtte
A Deep Learning Approach to Horse Bone Segmentation from Digitally Reconstructed Radiographs. IPTA 2019: 1-6 - [i8]Viktor Varkarakis, Shabab Bazrafkan, Peter Corcoran:
Deep Neural Network and Data Augmentation Methodology for off-axis iris segmentation in wearable headsets. CoRR abs/1903.00389 (2019) - [i7]Shabab Bazrafkan, Vincent Van Nieuwenhove, Joris Soons, Jan De Beenhouwer, Jan Sijbers:
Deep Learning Based Computed Tomography Whys and Wherefores. CoRR abs/1904.03908 (2019) - 2018
- [j7]Shabab Bazrafkan
Pushing the AI Envelope: Merging Deep Networks to Accelerate Edge Artificial Intelligence in Consumer Electronics Devices and Systems. IEEE Consumer Electron. Mag. 7(2): 55-61 (2018) - [j6]Shabab Bazrafkan, Hossein Javidnia
Semiparallel deep neural network hybrid architecture: first application on depth from monocular camera. J. Electronic Imaging 27(04): 043041 (2018) - [j5]Shabab Bazrafkan
An end to end Deep Neural Network for iris segmentation in unconstrained scenarios. Neural Networks 106: 79-95 (2018) - [j4]Shabab Bazrafkan
Latent space mapping for generation of object elements with corresponding data annotation. Pattern Recognit. Lett. 116: 179-186 (2018) - [c9]Viktor Varkarakis, Shabab Bazrafkan, Peter Corcoran
A Deep Learning Approach to Segmentation of Distorted Iris Regions in Head-Mounted Displays. GEM 2018: 1-9 - [c8]Shabab Bazrafkan, Peter Corcoran
Enhancing iris authentication on handheld devices using deep learning derived segmentation techniques. ICCE 2018: 1-2 - [c7]Hossein Javidnia
The application of deep learning on depth from multi-array camera. ICCE 2018: 1-2 - [c6]Joseph Lemley
Learning data augmentation for consumer devices and services. ICCE 2018: 1-3 - [c5]Adrian-Stefan Ungureanu, Shabab Bazrafkan, Peter Corcoran
Deep learning for hand segmentation in complex backgrounds. ICCE 2018: 1-2 - [i6]Shabab Bazrafkan, Hossein Javidnia, Peter Corcoran
Versatile Auxiliary Classifier + Generative Adversarial Network (VAC+GAN); Training Conditional Generators. CoRR abs/1805.00316 (2018) - [i5]Shabab Bazrafkan, Peter Corcoran
Versatile Auxiliary Regressor with Generative Adversarial network (VAR+GAN). CoRR abs/1805.10864 (2018) - [i4]Shabab Bazrafkan, Peter Corcoran:
Versatile Auxiliary Classifier with Generative Adversarial Network (VAC+GAN), Multi Class Scenarios. CoRR abs/1806.07751 (2018) - 2017
- [j3]Joseph Lemley
Smart Augmentation Learning an Optimal Data Augmentation Strategy. IEEE Access 5: 5858-5869 (2017) - [j2]Joe Lemley
Deep Learning for Consumer Devices and Services: Pushing the limits for machine learning, artificial intelligence, and computer vision. IEEE Consumer Electron. Mag. 6(2): 48-56 (2017) - [c4]Shabab Bazrafkan
Deep learning for facial expression recognition: A step closer to a smartphone that knows your moods. ICCE 2017: 217-220 - [c3]Joseph Lemley, Shabab Bazrafkan, Peter Corcoran:
Transfer Learning of Temporal Information for Driver Action Classification. MAICS 2017: 123-128 - [i3]Shabab Bazrafkan, Hossein Javidnia, Joe Lemley, Peter Corcoran
Depth from Monocular Images using a Semi-Parallel Deep Neural Network (SPDNN) Hybrid Architecture. CoRR abs/1703.03867 (2017) - [i2]Joseph Lemley, Shabab Bazrafkan, Peter Corcoran:
Smart Augmentation - Learning an Optimal Data Augmentation Strategy. CoRR abs/1703.08383 (2017) - [i1]Shabab Bazrafkan, Shejin Thavalengal, Peter Corcoran
An End to End Deep Neural Network for Iris Segmentation in Unconstraint Scenarios. CoRR abs/1712.02877 (2017) - 2016
- [c2]Anuradha Kar, Shabab Bazrafkan
Eye-gaze systems - An analysis of error sources and potential accuracy in consumer electronics use cases. ICCE 2016: 319-320 - [c1]Shabab Bazrafkan
Finger vein biometric: Smartphone footprint prototype with vein map extraction using computational imaging techniques. ICCE 2016: 512-513 - 2015
- [j1]Shabab Bazrafkan
Eye Gaze for Consumer Electronics: Controlling and commanding intelligent systems. IEEE Consumer Electron. Mag. 4(4): 65-71 (2015)
Coauthor Index
aka: Peter M. Corcoran
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