About
I am a PhD student at FIIT STU in Bratislava, under supervision of Prof. Wanda Benešová.
Site: My google site
Papers
M. Kompanek and W. Benesova, “De-anonymization of Neuroimaging Data via Siamese Network,” Student Research Conference IIT.SRC 2020. (Unpublished) [link]
M. Kompanek, M. Tamajka and W. Benesova, “Multistep subcortical brain segmentation method based on deep neural networks,” In Výskum pokrocilých metód inteligentného spracovania informácií. Trnava: AlumniPress, 2019, s. 37–38. ISBN 978-80-8096-266-1.
M. Kompanek, M. Tamajka and W. Benesova, “Volumetric Data Augmentation as an Effective Tool in MRI Classification Using 3D Convolutional Neural Network,” 2019 International Conference on Systems, Signals and Image Processing (IWSSIP), Osijek, Croatia, 2019, pp. 115-119 doi:10.1109/IWSSIP.2019.8787315
M. Tamajka, W. Benesova and M. Kompanek, “Transforming Convolutional Neural Network to an Interpretable Classifier,” 2019 International Conference on Systems, Signals and Image Processing (IWSSIP), Osijek, Croatia, 2019, pp. 255-259. doi: 10.1109 IWSSIP.2019.8787211
M. Kompanek and W. Benesova, “Single Modality Medical Image Registration,”. In BIELIKOVÁ, M. Student Research Conference 2012. Vol. 2: 8th Student Research Conference in Informatics and Information Technologies Bratislava, April 25, 2012. Bratislava : Nakladatelstvo STU, 2012, s. 405–410. ISBN 978-80-227-3690-9.
Theses
- Research of Computer Vision Methods in Medical Applications
Kompanek, Matej. Dissertation thesis: FIIT STU, ongoing - Medical Image Registration in an Applicaiton for Medical Data Fusion
Kompanek, Matej. Diploma thesis. Bratislava: FIIT STU, 2012. - Visual Interface for Application Control
Kompanek, Matej. Bachelor thesis. Bratislava: FIIT STU, 2010.
Teaching
-
Computer Vision (Spring 2019, Spring 2020)
-
Digital Signal Processing, Graphics and Multimedia (Autumn 2018, Autumn 2019, Autumn 2020)