Brian K. S. Isaac-Medina

18 papers A* 1B 2Journal 7Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
Dream-Box: Object-wise Outlier Generation for Out-of-Distribution Detection.
CoRR
Brian K. S. Isaac-Medina, Toby P. Breckon
2025 — conf
Semi-supervised Object-Wise Anomaly Detection for Firearm and Firearm Component Detection in X-ray Security Imagery.
CVPR Workshops
Yona Falinie A. Gaus, Brian K. S. Isaac-Medina, Neelanjan Bhowmik, Yam T. Lee, Toby P. Breckon
2024 J jnl
FEVER-OOD: Free Energy Vulnerability Elimination for Robust Out-of-Distribution Detection.
CoRR
Brian K. S. Isaac-Medina, Mauricio Che, Yona Falinie Binti A. Gaus, Samet Akcay, Toby P. Breckon
2024 — conf
Performance Evaluation of Segment Anything Model with Variational Prompting for Application to Non-Visible Spectrum Imagery.
CVPR Workshops
Yona Falinie A. Gaus, Neelanjan Bhowmik, Brian K. S. Isaac-Medina, Toby P. Breckon
2024 J jnl
Performance Evaluation of Segment Anything Model with Variational Prompting for Application to Non-Visible Spectrum Imagery.
CoRR
Yona Falinie A. Gaus, Neelanjan Bhowmik, Brian K. S. Isaac-Medina, Toby P. Breckon
2024 — conf
Towards Open-World Object-Based Anomaly Detection via Self-Supervised Outlier Synthesis.
ECCV (71)
Brian K. S. Isaac-Medina, Yona Falinie A. Gaus, Neelanjan Bhowmik, Toby P. Breckon
2024 J jnl
Towards Open-World Object-based Anomaly Detection via Self-Supervised Outlier Synthesis.
CoRR
Brian K. S. Isaac-Medina, Yona Falinie A. Gaus, Neelanjan Bhowmik, Toby P. Breckon
2023 A* conf
Exact-NeRF: An Exploration of a Precise Volumetric Parameterization for Neural Radiance Fields.
CVPR
Brian K. S. Isaac-Medina, Chris G. Willcocks, Toby P. Breckon
2023 — conf
Region-based Appearance and Flow Characteristics for Anomaly Detection in Infrared Surveillance Imagery.
CVPR Workshops
Yona Falinie A. Gaus, Neelanjan Bhowmik, Brian K. S. Isaac-Medina, Hubert P. H. Shum, Amir Atapour-Abarghouei, Toby P. Breckon
2023 — conf
Seeing Through the Data: A Statistical Evaluation of Prohibited Item Detection Benchmark Datasets for X-ray Security Screening.
CVPR Workshops
Brian K. S. Isaac-Medina, Seyma Yucer, Neelanjan Bhowmik, Toby P. Breckon
2022 — conf
Cross-modal Image Synthesis within Dual-Energy X-ray Security Imagery.
CVPR Workshops
Brian K. S. Isaac-Medina, Neelanjan Bhowmik, Chris G. Willcocks, Toby P. Breckon
2022 J jnl
Exact-NeRF: An Exploration of a Precise Volumetric Parameterization for Neural Radiance Fields.
CoRR
Brian K. S. Isaac-Medina, Chris G. Willcocks, Toby P. Breckon
2022 B conf
Multi-view Vision Transformers for Object Detection.
ICPR
Brian K. S. Isaac-Medina, Chris G. Willcocks, Toby P. Breckon
2022 — conf
UAV-ReID: A Benchmark on Unmanned Aerial Vehicle Re-identification in Video Imagery.
VISIGRAPP (4: VISAPP)
Daniel Organisciak, Matthew Poyser, Aishah Alsehaim, Shanfeng Hu, Brian K. S. Isaac-Medina, Toby P. Breckon, Hubert P. H. Shum
2021 J jnl
UAV-ReID: A Benchmark on Unmanned Aerial Vehicle Re-identification.
CoRR
Daniel Organisciak, Brian K. S. Isaac-Medina, Matthew Poyser, Shanfeng Hu, Toby P. Breckon, Hubert P. H. Shum
2021 — conf
Unmanned Aerial Vehicle Visual Detection and Tracking using Deep Neural Networks: A Performance Benchmark.
ICCVW
Brian K. S. Isaac-Medina, Matt Poyser, Daniel Organisciak, Chris G. Willcocks, Toby P. Breckon, Hubert P. H. Shum
2021 J jnl
Unmanned Aerial Vehicle Visual Detection and Tracking using Deep Neural Networks: A Performance Benchmark.
CoRR
Brian K. S. Isaac-Medina, Matt Poyser, Daniel Organisciak, Chris G. Willcocks, Toby P. Breckon, Hubert P. H. Shum
2020 B conf
Multi-view Object Detection Using Epipolar Constraints within Cluttered X-ray Security Imagery.
ICPR
Brian K. S. Isaac-Medina, Chris G. Willcocks, Toby P. Breckon