Shabab Bazrafkan

36 papers A* 1C 7Journal 23Unranked 5

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