Toby P. Breckon

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

Real-Time Monocular Depth Estimation Using Synthetic Data with Domain Adaptation via Image Style Transfer

Amir Atapour–Abarghouei, Toby P. Breckon · 2018 · 302 citations · Full text

Domain Bias, Engineering, Machine Learning +20

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

Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling

Qian Wang, Toby P. Breckon · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 228 citations · Full text

Structured Prediction, Engineering, Machine Learning +17

Real-time people and vehicle detection from UAV imagery

Anna Gaszczak, Toby P. Breckon, Jiwan Han · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2011 · 193 citations · Full text

Engineering, Field Robotics, Real-time People +18