Publications by Dr Amir Atapour Abarghouei - ePrints

Browsing publications by Dr Amir Atapour Abarghouei.

Newcastle Authors	Title	Year
Dr Robert Geada David Towers Dr Matthew Forshaw Dr Amir Atapour Abarghouei Dr Stephen McGough et al.	Insights from the Use of Previously Unseen Neural Architecture Search Datasets	2024
Mehmet Cengiz Dr Matthew Forshaw Dr Amir Atapour Abarghouei Dr Stephen McGough	Predicting the Performance of a Computing System with Deep Networks	2023
Dr Amir Atapour Abarghouei	Domain Adaptation via Image Style Transfer	2020
Dr Amir Atapour Abarghouei Stephen Bonner	Leveraging Synthetic Subject Invariant EEG Signals for Zero Calibration BCI	2020
Dr John Brennan Stephen Bonner Dr Amir Atapour Abarghouei Phillip Jackson Professor Boguslaw Obara et al.	Not Half Bad: Exploring Half-Precision in Graph Convolutional Neural Networks	2020
Dr Amir Atapour Abarghouei	On the Impact of Lossy Image and Video Compression on the Performance of Deep Convolutional Neural Network Architectures	2020
Dr Amir Atapour Abarghouei Dr Stephen McGough	Resolving the cybersecurity Data Sharing Paradox to scale up cybersecurity via a co-production approach towards data sharing	2020
Dr Amir Atapour Abarghouei Stephen Bonner Dr Stephen McGough	A King’s Ransom for Encryption: Ransomware Classification using Augmented One-Shot Learning and Bayesian Approximation	2019
Dr Amir Atapour Abarghouei	Dealing with Missing Depth: Recent Advances in Depth Image Completion and Estimation	2019
Dr Amir Atapour Abarghouei	Generative adversarial framework for depth filling via Wasserstein metric, cosine transform and domain transfer	2019
Dr Amir Atapour Abarghouei	Monocular segment-wise depth: Monocular depth estimation based on a semantic segmentation prior	2019
Dr Amir Atapour Abarghouei Dr Chris Holder	Multi-Task Regression-Based Learning for Autonomous Unmanned Aerial Vehicle Flight Control Within Unstructured Outdoor Environments	2019
Dr Nik Khadijah Nik Aznan Dr Amir Atapour Abarghouei Stephen Bonner Dr Jason Connolly Dr Noura Al Moubayed et al.	Simulating Brain Signals: Creating Synthetic EEG Data via Neural-Based Generative Models for Improved SSVEP Classification	2019
Dr Amir Atapour Abarghouei	Skip-GANomaly: Skip Connected and Adversarially Trained Encoder-Decoder Anomaly Detection	2019
Phillip Jackson Dr Amir Atapour Abarghouei Stephen Bonner Professor Boguslaw Obara	Style augmentation: data augmentation via style randomization	2019
Stephen Bonner Dr Amir Atapour Abarghouei Phillip Jackson Dr John Brennan Dr Stephen McGough et al.	Temporal Neighbourhood Aggregation: Predicting Future Links in Temporal Graphs via Recurrent Variational Graph Convolutions	2019
Dr Amir Atapour Abarghouei	To Complete or to Estimate, That is the Question: A Multi-Task Approach to Depth Completion and Monocular Depth Estimation	2019
Dr Amir Atapour Abarghouei	Veritatem Dies Aperit - Temporally Consistent Depth Prediction Enabled by a Multi-Task Geometric and Semantic Scene Understanding Approach	2019
Dr Amir Atapour Abarghouei Stephen Bonner Dr Stephen McGough	Volenti non fit injuria: Ransomware and its Victims	2019
Dr Amir Atapour Abarghouei	A comparative review of plausible hole filling strategies in the context of scene depth image completion	2018
Dr Amir Atapour Abarghouei	Eliminating the Blind Spot: Adapting 3D Object Detection and Monocular Depth Estimation to 360 Panoramic Imagery	2018
Dr Amir Atapour Abarghouei	Extended Patch Prioritization for Depth Filling Within Constrained Exemplar-Based RGB-D Image Completion	2018
Dr Amir Atapour Abarghouei	GANomaly: Semi-supervised Anomaly Detection via Adversarial Training	2018
Dr Amir Atapour Abarghouei	Real-Time Monocular Depth Estimation Using Synthetic Data with Domain Adaptation via Image Style Transfer	2018
Dr Amir Atapour Abarghouei	DepthComp: Real-time Depth Image Completion Based on Prior Semantic Scene Segmentation	2017
Dr Amir Atapour Abarghouei	Back to Butterworth - a Fourier basis for 3D surface relief hole filling within RGB-D imagery	2016
Dr Amir Atapour Abarghouei	Iris segmentation using an edge detector based on fuzzy sets theory and cellular learning automata	2011
Dr Amir Atapour Abarghouei	A Survey of Pattern Recognition Applications in Cancer Diagnosis	2009