Samet Akcay

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 31

Top Topics

Convolutional Neural Networks

Object Detection

Digital X Ray Images

Scene Understanding

Top Venues

Pattern Recognit.

Publications

Taimur Hassan, Samet Akcay, Bilal Hassan, Mohammed Bennamoun, Salman H. Khan, Jorge Dias, Naoufel Werghi
Cascaded structure tensor for robust baggage threat detection. Neural Comput. Appl. 35 (15) (2023)
Ammara Nasim, Divya Velayudhan, Abdelfatah Hassan Ahmed, Taimur Hassan, Samet Akcay, Muhammad Usman Akram, Naoufel Werghi
Incremental Instance Segmentation for Cluttered Baggage Threat Detection. CIVEMSA (2023)
Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman H. Khan, Naoufel Werghi
A Novel Incremental Learning Driven Instance Segmentation Framework to Recognize Highly Cluttered Instances of the Contraband Items. CoRR (2022)
Samet Akcay, Dick Ameln, Ashwin Vaidya, Barath Lakshmanan, Nilesh A. Ahuja, Ergin Utku Genc
Anomalib: A Deep Learning Library for Anomaly Detection. CoRR (2022)
Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman H. Khan, Naoufel Werghi
A Novel Incremental Learning Driven Instance Segmentation Framework to Recognize Highly Cluttered Instances of the Contraband Items. IEEE Trans. Syst. Man Cybern. Syst. 52 (11) (2022)
Samet Akcay, Toby P. Breckon
Towards automatic threat detection: A survey of advances of deep learning within X-ray security imaging. Pattern Recognit. 122 (2022)
Samet Akcay, Dick Ameln, Ashwin Vaidya, Barath Lakshmanan, Nilesh A. Ahuja, Ergin Utku Genc
Anomalib: A Deep Learning Library for Anomaly Detection. ICIP (2022)
Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman H. Khan, Naoufel Werghi
Tensor Pooling Driven Instance Segmentation Framework for Baggage Threat Recognition. CoRR (2021)
Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman H. Khan, Naoufel Werghi
Unsupervised Anomaly Instance Segmentation for Baggage Threat Recognition. CoRR (2021)
Naif Alshammari, Samet Akcay, Toby P. Breckon
Multi-Modal Learning for Real-Time Automotive Semantic Foggy Scene Understanding via Domain Adaptation. IV (2021)
Naif Alshammari, Samet Akcay, Toby P. Breckon
Competitive Simplicity for Multi-Task Learning for Real-Time Foggy Scene Understanding via Domain Adaptation. IV (2021)
Naif Alshammari, Samet Akcay, Toby P. Breckon
Competitive Simplicity for Multi-Task Learning for Real-Time Foggy Scene Understanding via Domain Adaptation. CoRR (2020)
Samet Akcay, Toby P. Breckon
Towards Automatic Threat Detection: A Survey of Advances of Deep Learning within X-ray Security Imaging. CoRR (2020)
Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman H. Khan, Naoufel Werghi
Trainable Structure Tensors for Autonomous Baggage Threat Detection Under Extreme Occlusion. CoRR (2020)
Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman H. Khan, Naoufel Werghi
Cascaded Structure Tensor Framework for Robust Identification of Heavily Occluded Baggage Items from X-ray Scans. CoRR (2020)
Naif Alshammari, Samet Akcay, Toby P. Breckon
Multi-Model Learning for Real-Time Automotive Semantic Foggy Scene Understanding via Domain Adaptation. CoRR (2020)
Yona Falinie A. Gaus, Neelanjan Bhowmik, Samet Akcay, Toby P. Breckon
Evaluating the Transferability and Adversarial Discrimination of Convolutional Neural Networks for Threat Object Detection and Classification within X-Ray Security Imagery. CoRR (2019)
Amir Atapour Abarghouei, Samet Akcay, Grégoire Payen de La Garanderie, Toby P. Breckon
Generative adversarial framework for depth filling via Wasserstein metric, cosine transform and domain transfer. Pattern Recognit. 91 (2019)
Bruna G. Maciel-Pearson, Letizia Marchegiani, Samet Akcay, Amir Atapour Abarghouei, James Garforth, Toby P. Breckon
Online Deep Reinforcement Learning for Autonomous UAV Navigation and Exploration of Outdoor Environments. CoRR (2019)
Neelanjan Bhowmik, Yona Falinie A. Gaus, Samet Akcay, Jack W. Barker, Toby P. Breckon
On the Impact of Object and Sub-component Level Segmentation Strategies for Supervised Anomaly Detection within X-ray Security Imagery. CoRR (2019)
Taimur Hassan, Salman H. Khan, Samet Akcay, Mohammed Bennamoun, Naoufel Werghi
Deep CMST Framework for the Autonomous Recognition of Heavily Occluded and Cluttered Baggage Items from Multivendor Security Radiographs. CoRR (2019)
Bruna G. Maciel-Pearson, Samet Akcay, Amir Atapour Abarghouei, Christopher J. Holder, Toby P. Breckon
Multi-Task Regression-based Learning for Autonomous Unmanned Aerial Vehicle Flight Control within Unstructured Outdoor Environments. CoRR (2019)
Yona Falinie A. Gaus, Neelanjan Bhowmik, Samet Akcay, Toby P. Breckon
Evaluating the Transferability and Adversarial Discrimination of Convolutional Neural Networks for Threat Object Detection and Classification within X-Ray Security Imagery. ICMLA (2019)
Samet Akcay, Amir Atapour Abarghouei, Toby P. Breckon
GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training. CoRR (2018)
Naif Alshammari, Samet Akcay, Toby P. Breckon
On the Impact of Illumination-Invariant Image Pre-transformation for Contemporary Automotive Semantic Scene Understanding. Intelligent Vehicles Symposium (2018)
Tiancheng Guo, Samet Akcay, Philip A. Adey, Toby P. Breckon
On the Impact of Varying Region Proposal Strategies for Raindrop Detection and Classification Using Convolutional Neural Networks. ICIP (2018)
Samet Akcay, Mikolaj E. Kundegorski, Chris G. Willcocks, Toby P. Breckon
Using Deep Convolutional Neural Network Architectures for Object Classification and Detection Within X-Ray Baggage Security Imagery. IEEE Trans. Inf. Forensics Secur. 13 (9) (2018)
Samet Akcay, Amir Atapour Abarghouei, Toby P. Breckon
GANomaly: Semi-supervised Anomaly Detection via Adversarial Training. ACCV (3) (2018)
Samet Akcay, Toby P. Breckon
An evaluation of region based object detection strategies within X-ray baggage security imagery. ICIP (2017)
Mikolaj E. Kundegorski, Samet Akcay, Michael Devereux, André Mouton, Toby P. Breckon
On using feature descriptors as visual words for object detection within X-ray baggage security screening. ICDP (2016)
Samet Akcay, Mikolaj E. Kundegorski, Michael Devereux, Toby P. Breckon
Transfer learning using convolutional neural networks for object classification within X-ray baggage security imagery. ICIP (2016)