17 citations · 25 across the 5 of their papers we have counts for
5 papers
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…
DSS-GAN: Directional State Space GAN with Mamba backbone for Class-Conditional Image Synthesis
Aleksander Ogonowski, Konrad Klimaszewski, Przemysław Rokita
We present DSS-GAN, the first generative adversarial network to employ Mamba as a hierarchical generator backbone for noise-to-image synthesis. The central contribution is Directio…
Preliminary study on artificial intelligence methods for cybersecurity threat detection in computer networks based on raw data packets
Aleksander Ogonowski, Michał Żebrowski, Arkadiusz Ćwiek +5
Most of the intrusion detection methods in computer networks are based on traffic flow characteristics. However, this approach may not fully exploit the potential of deep learning…
Additional Look into GAN-based Augmentation for Deep Learning COVID-19 Image Classification
Oleksandr Fedoruk, Konrad Klimaszewski, Aleksander Ogonowski +1
The availability of training data is one of the main limitations in deep learning applications for medical imaging. Data augmentation is a popular approach to overcome this problem…
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…