4 citations · 4 across the 3 of their papers we have counts for
3 papers
physics.ins-det2025
Algorithms for Achieving Subpixel Resolution in Muon Tomography
Matthew Mark Romano, JungHyun Bae, Paul Cantonwine
We show that machine learning methods produce superior particle position reconstruction accuracy in scintillation-based detectors.
physics.ins-det2025
Machine learning methods for subpixel trajectory reconstruction in discretized position detectors
Matthew Mark Romano, Zhengzhi Liu, JungHyun Bae
In this study, we demonstrate that compared with traditional centroid-based methods, machine learning methods (particularly transformer-based architectures) achieve superior subpix…
cs.RO2021★ 4 cited
Immersive Operation of a Semi-Autonomous Aerial Platform for Detecting and Mapping Radiation
P. Dayani, N. Orr, A. Thomopoulos +8
Recent advancements in radiation detection and computer vision have enabled small unmanned aerial systems (sUASs) to produce 3D nuclear radiation maps in real-time. Currently these…