Breckon, Toby P.

25 publications

ICCV 2025 FEVER-OOD: Free Energy Vulnerability Elimination for Robust Out-of-Distribution Detection Brian K.S. Isaac-Medina, Mauricio Che, Yona Falinie A. Gaus, Samet Akcay, Toby P. Breckon

CVPRW 2025 Semi-Supervised Object-Wise Anomaly Detection for Firearm and Firearm Component Detection in X-Ray Security Imagery Yona Falinie A. Gaus, Brian K. S. Isaac-Medina, Neelanjan Bhowmik, Yam T. Lee, Toby P. Breckon

CVPRW 2024 Performance Evaluation of Segment Anything Model with Variational Prompting for Application to Non-Visible Spectrum Imagery Yona Falinie A. Gaus, Neelanjan Bhowmik, Brian K. S. Isaac-Medina, Toby P. Breckon

ECCV 2024 RAPiD-Seg: Range-Aware Pointwise Distance Distribution Networks for 3D LiDAR Segmentation Li Li, Hubert P. H. Shum, Toby P Breckon

ECCV 2024 Towards Open-World Object-Based Anomaly Detection via Self-Supervised Outlier Synthesis Brian Kostadinov Shalon Isaac-Medina, Yona Falinie Abdul Gaus, Neelanjan Bhowmik, Toby P Breckon

WACV 2024 U3DS3: Unsupervised 3D Semantic Scene Segmentation Jiaxu Liu, Zhengdi Yu, Toby P. Breckon, Hubert P. H. Shum

CVPR 2023 ACR: Attention Collaboration-Based Regressor for Arbitrary Two-Hand Reconstruction Zhengdi Yu, Shaoli Huang, Chen Fang, Toby P. Breckon, Jue Wang

CVPR 2023 Exact-NeRF: An Exploration of a Precise Volumetric Parameterization for Neural Radiance Fields Brian K. S. Isaac-Medina, Chris G. Willcocks, Toby P. Breckon

CVPR 2023 Less Is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation Li Li, Hubert P. H. Shum, Toby P. Breckon

CVPRW 2023 Region-Based Appearance and Flow Characteristics for Anomaly Detection in Infrared Surveillance Imagery Yona Falinie A. Gaus, Neelanjan Bhowmik, Brian K. S. Isaac-Medina, Hubert P. H. Shum, Amir Atapour-Abarghouei, Toby P. Breckon

CVPRW 2023 Seeing Through the Data: A Statistical Evaluation of Prohibited Item Detection Benchmark Datasets for X-Ray Security Screening Brian K. S. Isaac-Medina, Seyma Yucer, Neelanjan Bhowmik, Toby P. Breckon

ICCV 2023 Unaligned 2D to 3D Translation with Conditional Vector-Quantized Code Diffusion Using Transformers Abril Corona-Figueroa, Sam Bond-Taylor, Neelanjan Bhowmik, Yona Falinie A. Gaus, Toby P. Breckon, Hubert P. H. Shum, Chris G. Willcocks

CVPRW 2022 Cross-Modal Image Synthesis Within Dual-Energy X-Ray Security Imagery Brian K. S. Isaac-Medina, Neelanjan Bhowmik, Chris G. Willcocks, Toby P. Breckon

CVPRW 2022 Lost in Compression: The Impact of Lossy Image Compression on Variable Size Object Detection Within Infrared Imagery Neelanjan Bhowmik, Jack W. Barker, Yona Falinie A. Gaus, Toby P. Breckon

WACV 2022 Measuring Hidden Bias Within Face Recognition via Racial Phenotypes Seyma Yucer, Furkan Tektas, Noura Al Moubayed, Toby P. Breckon

ECCV 2022 Unleashing Transformers: Parallel Token Prediction with Discrete Absorbing Diffusion for Fast High-Resolution Image Generation from Vector-Quantized Codes Sam Bond-Taylor, Peter Hessey, Hiroshi Sasaki, Toby P. Breckon, Chris G. Willcocks

ICCVW 2021 Unmanned Aerial Vehicle Visual Detection and Tracking Using Deep Neural Networks: A Performance Benchmark Brian K. S. Isaac-Medina, Matt Poyser, Daniel Organisciak, Chris G. Willcocks, Toby P. Breckon, Hubert P. H. Shum

CVPRW 2020 Exploring Racial Bias Within Face Recognition via Per-Subject Adversarially-Enabled Data Augmentation Seyma Yucer, Samet Akçay, Noura Al Moubayed, Toby P. Breckon

AAAI 2020 Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling Qian Wang, Toby P. Breckon

CVPRW 2019 Style Augmentation: Data Augmentation via Style Randomization Philip T. G. Jackson, Amir Atapour Abarghouei, Stephen Bonner, Toby P. Breckon, Boguslaw Obara

ECCV 2018 Eliminating the Blind Spot: Adapting 3D Object Detection and Monocular Depth Estimation to 360° Panoramic Imagery Greire Payen de La Garanderie, Amir Atapour Abarghouei, Toby P. Breckon

CVPRW 2018 On the Impact of Parallax Free Colour and Infrared Image Co-Registration to Fused Illumination Invariant Adaptive Background Modelling Michael Loveday, Toby P. Breckon

ECCV 2016 From On-Road to Off: Transfer Learning Within a Deep Convolutional Neural Network for Segmentation and Classification of Off-Road Scenes Christopher J. Holder, Toby P. Breckon, Wei Xiong

ECCVW 2016 From On-Road to Off: Transfer Learning Within a Deep Convolutional Neural Network for Segmentation and Classification of Off-Road Scenes Christopher J. Holder, Toby P. Breckon, Wei Xiong

CVPR 2012 A 3D Extension to Cortex like Mechanisms for 3D Object Class Recognition Gregory T. Flitton, Toby P. Breckon, Najla Megherbi