Samet Akcay

发表

Competitive Simplicity for Multi-Task Learning for Real-Time Foggy Scene Understanding via Domain Adaptation pdf

Naif Alshammari, Samet Akcay, Toby P. Breckon, 2020, ArXiv.

Trainable Structure Tensors for Autonomous Baggage Threat Detection Under Extreme Occlusion pdf

Taimur Hassan, Mohammed Bennamoun, Samet Akcay, 2020, ArXiv.

On the Impact of Illumination-Invariant Image Pre-transformation for Contemporary Automotive Semantic Scene Understanding

Toby P. Breckon, Samet Akcay, Naif Alshammari, 2018, 2018 IEEE Intelligent Vehicles Symposium (IV).

On the Impact of Varying Region Proposal Strategies for Raindrop Detection and Classification Using Convolutional Neural Networks

Toby P. Breckon, Samet Akcay, Philip A. Adey, 2018, 2018 25th IEEE International Conference on Image Processing (ICIP).

Towards Automatic Threat Detection: A Survey of Advances of Deep Learning within X-ray Security Imaging pdf

Samet Akcay, Toby Breckon, T. Breckon, 2020, Pattern Recognition.

On the Impact of Object and Sub-Component Level Segmentation Strategies for Supervised Anomaly Detection within X-Ray Security Imagery

Toby P. Breckon, Samet Akcay, Yona Falinie A. Gaus, 2019, 2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA).

Online Deep Reinforcement Learning for Autonomous UAV Navigation and Exploration of Outdoor Environments pdf

Samet Akcay, Toby P. Breckon, Letizia Marchegiani, 2019, ArXiv.

Transfer learning using convolutional neural networks for object classification within X-ray baggage security imagery

Toby P. Breckon, Samet Akcay, Michael Devereux, 2016, 2016 IEEE International Conference on Image Processing (ICIP).

Detecting Prohibited Items in X-Ray Images: a Contour Proposal Learning Approach

Taimur Hassan, Mohammed Bennamoun, Salman Khan, 2020, 2020 IEEE International Conference on Image Processing (ICIP).

Using Deep Convolutional Neural Network Architectures for Object Classification and Detection Within X-Ray Baggage Security Imagery

Toby P. Breckon, Samet Akcay, Chris G. Willcocks, 2018, IEEE Transactions on Information Forensics and Security.

Generative adversarial framework for depth filling via Wasserstein metric, cosine transform and domain transfer

Toby P. Breckon, Samet Akcay, Amir Atapour Abarghouei, 2019, Pattern Recognit..

On using feature descriptors as visual words for object detection within X-ray baggage security screening

Samet Akcay, Toby P. Breckon, Mikolaj E. Kundegorski, 2016, ICDP.

GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training

Toby P. Breckon, Samet Akcay, Amir Atapour Abarghouei, 2018, ACCV.

Cascaded Structure Tensor Framework for Robust Identification of Heavily Occluded Baggage Items from X-ray Scans pdf

Taimur Hassan, Mohammed Bennamoun, Samet Akcay, 2020, ArXiv.

Evaluating the Transferability and Adversarial Discrimination of Convolutional Neural Networks for Threat Object Detection and Classification within X-Ray Security Imagery

Toby P. Breckon, Samet Akcay, Yona Falinie A. Gaus, 2019, 2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA).

An evaluation of region based object detection strategies within X-ray baggage security imagery

Toby P. Breckon, Samet Akcay, T. Breckon, 2017, 2017 IEEE International Conference on Image Processing (ICIP).

Multi-Model Learning for Real-Time Automotive Semantic Foggy Scene Understanding via Domain Adaptation pdf

Naif Alshammari, Samet Akcay, Toby P. Breckon, 2020, ArXiv.

Cascaded Structure Tensor Framework for Robust Identification of Heavily Occluded Baggage Items from Multi-Vendor X-ray Scans

Taimur Hassan, Mohammed Bennamoun, Samet Akcay, 2019 .

A Novel Incremental Learning Driven Instance Segmentation Framework to Recognize Highly Cluttered Instances of the Contraband Items pdf

Taimur Hassan, Mohammed Bennamoun, Samet Akcay, 2022, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

Towards Automatic Threat Detection: A Survey of Advances of Deep Learning within X-ray Security Imaging

Samet Akcay, Toby Breckon, T. Breckon, 2020, Pattern Recognit..

Unsupervised anomaly instance segmentation for baggage threat recognition pdf

Taimur Hassan, Mohammed Bennamoun, Samet Akcay, 2021, Journal of Ambient Intelligence and Humanized Computing.

Tensor pooling-driven instance segmentation framework for baggage threat recognition

Taimur Hassan, Mohammed Bennamoun, Samet Akcay, 2021, Neural Comput. Appl..