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Toby P. Breckon

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

Nov 19, 2019
Neelanjan Bhowmik, Yona Falinie A. Gaus, Samet Akcay, Jack W. Barker, Toby P. Breckon

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Segmentation Guided Attention Network for Crowd Counting via Curriculum Learning

Nov 18, 2019
Qian Wang, Toby P. Breckon

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Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling

Nov 18, 2019
Qian Wang, Toby P. Breckon

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The Good, the Bad and the Ugly: Evaluating Convolutional Neural Networks for Prohibited Item Detection Using Real and Synthetically Composited X-ray Imagery

Sep 25, 2019
Neelanjan Bhowmik, Qian Wang, Yona Falinie A. Gaus, Marcin Szarek, Toby P. Breckon

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Multi-Task Learning for Automotive Foggy Scene Understanding via Domain Adaptation to an Illumination-Invariant Representation

Sep 17, 2019
Naif Alshammari, Samet Akçay, Toby P. Breckon

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To complete or to estimate, that is the question: A Multi-Task Approach to Depth Completion and Monocular Depth Estimation

Aug 15, 2019
Amir Atapour-Abarghouei, Toby P. Breckon

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Multi-Task Regression-based Learning for Autonomous Unmanned Aerial Vehicle Flight Control within Unstructured Outdoor Environments

Jul 18, 2019
Bruna G. Maciel-Pearson, Samet Akcay, Amir Atapour-Abarghouei, Christopher Holder, Toby P. Breckon

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TMIXT: A process flow for Transcribing MIXed handwritten and machine-printed Text

Apr 28, 2019
Fady Medhat, Mahnaz Mohammadi, Sardar Jaf, Chris G. Willcocks, Toby P. Breckon, Peter Matthews, Andrew Stephen McGough, Georgios Theodoropoulos, Boguslaw Obara

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Evaluation of a Dual Convolutional Neural Network Architecture for Object-wise Anomaly Detection in Cluttered X-ray Security Imagery

Apr 10, 2019
Yona Falinie A. Gaus, Neelanjan Bhowmik, Samet Akçay, Paolo M. Guillen-Garcia, Jack W. Barker, Toby P. Breckon

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Veritatem Dies Aperit- Temporally Consistent Depth Prediction Enabled by a Multi-Task Geometric and Semantic Scene Understanding Approach

Mar 26, 2019
Amir Atapour-Abarghouei, Toby P. Breckon

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