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Toby P. Breckon

Durham University(GB)

Publications by Year

Research Areas

Advanced Neural Network Applications, Advanced Vision and Imaging, Advanced X-ray and CT Imaging, Video Surveillance and Tracking Methods, Robotics and Sensor-Based Localization

Most-Cited Works

→ Fundamentals of Digital Image Processing: A Practical Approach with Examples in Matlab(2011)539 cited
→ Skip-GANomaly: Skip Connected and Adversarially Trained Encoder-Decoder Anomaly Detection(2019)426 cited
→ Using Deep Convolutional Neural Network Architectures for Object Classification and Detection Within X-Ray Baggage Security Imagery(2018)374 cited
→ Real-Time Monocular Depth Estimation Using Synthetic Data with Domain Adaptation via Image Style Transfer(2018)302 cited
→ Transfer learning using convolutional neural networks for object classification within X-ray baggage security imagery(2016)289 cited
→ Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling(2020)230 cited
→ Real-time people and vehicle detection from UAV imagery(2011)193 cited
→ GANomaly: Semi-supervised Anomaly Detection via Adversarial Training(2019)167 cited
→ Improving feature-based object recognition for X-ray baggage security screening using primed visualwords(2013)146 cited

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