Mgr. Jaroslav Knotek
Ph.D student
Department:
Department of Image Processing
Research interests:
Computer Vision, machine learning, nuclear plants applications
Biography
Publication list
I am focusing on applications of semantic segmentation in material science, currently cooperating with Research Centre Řež
Students:
- Emma Tekulová (2024) - consulting a bachelor thesis concerning semantic segmentation of material coating in Research Centre Řež
- Martina Vitkovičová (2024) - consulting a research project on synthethizing images from scanning electron microscope.
- Luka Králík (2024) - consulting project on applications of Segment Anything Model in the domain of material science
Journal articles
- : Simulating nuclear fuel inspections: Enhancing reliability through synthetic data, Nuclear Engineering and Technology 57 Download Download DOI: 10.1016/j.net.2025.103571 [2025]
- : Measurement of nuclear fuel assembly’s bow from visual inspection’s video record, Nuclear Engineering and Technology 55 4 (2023), p. 1485-1494 Download Download DOI: 10.1016/j.net.2022.12.033 [2023]