Samet Akcay
Samet Akcay
Deep Learning Researcher at COSMONiO | PhD Student - Department of Computer Science, Durham
Verified email at durham.ac.uk - Homepage
Title
Cited by
Cited by
Year
Ganomaly: Semi-supervised anomaly detection via adversarial training
S Akcay, A Atapour-Abarghouei, TP Breckon
Asian conference on computer vision, 622-637, 2018
1232018
Transfer learning using convolutional neural networks for object classification within x-ray baggage security imagery
S Akçay, ME Kundegorski, M Devereux, TP Breckon
2016 IEEE International Conference on Image Processing (ICIP), 1057-1061, 2016
872016
Using deep convolutional neural network architectures for object classification and detection within x-ray baggage security imagery
S Akcay, ME Kundegorski, CG Willcocks, TP Breckon
IEEE transactions on information forensics and security 13 (9), 2203-2215, 2018
772018
On using feature descriptors as visual words for object detection within x-ray baggage security screening
ME Kundegorski, S Akçay, M Devereux, A Mouton, TP Breckon
IET Digital Library, 2016
212016
Skip-ganomaly: Skip connected and adversarially trained encoder-decoder anomaly detection
S Akçay, A Atapour-Abarghouei, TP Breckon
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
182019
An Evaluation Of Region Based Object Detection Strategies Within X-ray Baggage Security Imagery
S Akcay, TP Breckon
IEEE International Conference on Image Processing (ICIP), 2017, 2017
142017
Evaluation of a dual convolutional neural network architecture for object-wise anomaly detection in cluttered X-ray security imagery
YFA Gaus, N Bhowmik, S Akçay, PM Guillén-Garcia, JW Barker, ...
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
72019
Generative adversarial framework for depth filling via wasserstein metric, cosine transform and domain transfer
A Atapour-Abarghouei, S Akcay, GP de La Garanderie, TP Breckon
Pattern Recognition 91, 232-244, 2019
72019
Real-time classification of vehicles by type within infrared imagery
ME Kundegorski, S Akçay, GP de La Garanderie, TP Breckon
Optics and Photonics for Counterterrorism, Crime Fighting, and Defence XII …, 2016
62016
On the impact of illumination-invariant image pre-transformation for contemporary automotive semantic scene understanding
N Alshammari, S Akcay, TP Breckon
2018 IEEE Intelligent Vehicles Symposium (IV), 1027-1032, 2018
52018
Towards Automatic Threat Detection: A Survey of Advances of Deep Learning within X-ray Security Imaging
S Akçay, T Breckon
arXiv preprint arXiv:2001.01293, 2020
42020
Evaluating the Transferability and Adversarial Discrimination of Convolutional Neural Networks for Threat Object Detection and Classification within X-Ray Security Imagery
YFA Gaus, N Bhowmik, S Akcay, TP Breckon
IEEE International Conference On Machine Learning And Applications (ICMLA …, 2019
42019
Multi-Task regression-based learning for autonomous unmanned aerial vehicle flight control within unstructured outdoor environments
BG Maciel-Pearson, S Akçay, A Atapour-Abarghouei, C Holder, ...
IEEE Robotics and Automation Letters 4 (4), 4116-4123, 2019
32019
On the impact of varying region proposal strategies for raindrop detection and classification using convolutional neural networks
T Guo, S Akcay, PA Adey, TP Breckon
2018 25th IEEE International Conference on Image Processing (ICIP), 3413-3417, 2018
32018
On the Impact of Object and Sub-component Level Segmentation Strategies for Supervised Anomaly Detection within X-ray Security Imagery
N Bhowmik, YFA Gaus, S Akcay, JW Barker, TP Breckon
IEEE International Conference On Machine Learning And Applications (ICMLA …, 2019
22019
Online deep reinforcement learning for autonomous UAV navigation and exploration of outdoor environments
BG Maciel-Pearson, L Marchegiani, S Akcay, A Atapour-Abarghouei, ...
arXiv preprint arXiv:1912.05684, 2019
12019
Deep CMST Framework for the Autonomous Recognition of Heavily Occluded and Cluttered Baggage Items from Multivendor Security Radiographs
T Hassan, SH Khan, S Akcay, M Bennamoun, N Werghi
arXiv preprint arXiv:1912.04251, 2019
12019
Cascaded Structure Tensor Framework for Robust Identification of Heavily Occluded Baggage Items from X-ray Scans
T Hassan, S Akçay, M Bennamoun, S Khan, N Werghi
arXiv preprint arXiv:2004.06780, 2020
2020
Exploring Racial Bias within Face Recognition via per-subject Adversarially-Enabled Data Augmentation
S Yucer, S Akçay, N Al-Moubayed, TP Breckon
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
2020
Cascaded Structure Tensor Framework for Robust Identification of Heavily Occluded Baggage Items from Multi-Vendor X-ray Scans
T Hassan, SH Khan, S Akcay, M Bennamoun, N Werghi
arXiv, arXiv: 1912.04251, 2019
2019
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