17 citations · 17 across the 2 of their papers we have counts for
2 papers
cs.CV2026
CAD-to-CT Registration of Cylindrical Objects via Ellipse-Based Axis Estimation
Aleksander Ogonowski, Mikołaj Mrozowski, Daniel Więcek +9
Accurate registration of CAD models to CT scans is essential for establishing ground truth geometry in volumetric imaging. Obtaining reliable object masks is of growing importance…
eess.IV2023★ 17 cited
Performance of GAN-based augmentation for deep learning COVID-19 image classification
Oleksandr Fedoruk, Konrad Klimaszewski, Aleksander Ogonowski +1
The biggest challenge in the application of deep learning to the medical domain is the availability of training data. Data augmentation is a typical methodology used in machine lea…