3 papers
cs.CV2026
CAD-to-CT Registration of Cylindrical Objects via Ellipse-Based Axis Estimation
Aleksander Ogonowski, MikoÅaj Mrozowski, Daniel WiÄcek +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…
cs.LG2026
DSS-GAN: Directional State Space GAN with Mamba backbone for Class-Conditional Image Synthesis
Aleksander Ogonowski, Konrad Klimaszewski, PrzemysÅaw 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…
cs.CV2025
Preliminary study on artificial intelligence methods for cybersecurity threat detection in computer networks based on raw data packets
Aleksander Ogonowski, MichaÅ Å»ebrowski, Arkadiusz Äwiek +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…