Samet Akçay

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

Samet Akçay, Mikolaj Kundegorski, Chris G. Willcocks et al. · IEEE Transactions on Information Forensics and Security · 2018 · 369 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

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

Samet Akçay, Mikolaj Kundegorski, Michael Devereux et al. · 2016 · 286 citations · Full text

Few-shot Learning, Convolutional Neural Network, Engineering +17

GANomaly: Semi-supervised Anomaly Detection via Adversarial Training

Samet Akçay, Amir Atapour–Abarghouei, Toby P. Breckon · Lecture notes in computer science · 2019 · 167 citations · Full text

Anomalib: A Deep Learning Library for Anomaly Detection

Samet Akçay, Dick Ameln, Ashwin Vaidya et al. · 2022 IEEE International Conference on Image Processing (ICIP) · 2022 · 119 citations

Custom Algorithms, Anomaly Detection, Machine Learning +15

Skip-GANomaly: Skip Connected and Adversarially Trained Encoder-Decoder Anomaly Detection

Samet Akçay, Amir Atapour–Abarghouei, Toby P. Breckon · 2019 · 106 citations · Full text

Convolutional Neural Network, Image Analysis, Anomaly Detection +13