Position
research fellow
Department
Research interests
Nuclear energetics, nuclear fuel inspection, Mulitmodal data processing, artificial intelligence,
neural networks, genetic algorithms
neural networks, genetic algorithms
Publications ÚTIA
Projects with CVŘ:
During years 2019-2021 we were successful in starting some projects with the department of material research in Center of Research Řež, which generates two patents where ÚTIA has a share:
- PV 2021-549 Metoda měření deformace palivového souboru pomocí digitálního zpracování obrazu z videozáznamů
- PV 2022-289 Zařízení k přesnému 3D měření rozměrů a opotřebení komponent jaderných elektráren
In 2022 we presented our solution for visual fuel inspection as invited talk at conference: EPRI - AI and Electric Power Summit (Enabling the Energy Transformation).
The cooperation continues with other projects.
PhD students:
- Tomáš Karella (since 2020) - Image processing for material research in nucelar ennergetics
- Jaroslav Knotek (since 2022) - Pattern recognition in material research in nuclear energetics
Diploma theses (finalized):
- Matyáš Lamprecht (2022) - Sequential analysis of transaction data
- Ondřej Novák (2022) - Registration and determination of deformed point cloud errors
- Jan Palášek (2021) - Detection of grids on nuclear fuel set images
- Adam Harmanec (2021) - Registration of images of nuclear fuel assembly
- Jaroslav Knotek (2020) - Automation of nuclear fuel visual inspection
- Jakub Tuček (2019) - CLI for grid network MetaCentrum
- Hubert Kindermann (2014) - Optical Character Recognition at Camera Captured Images
- Radek Fürbach (2013) - Methods for Localization of Image Differences in Different Modalities of Paintings
Bachelor theses (finalized):
- Adam Harmanec (2019) - Traffic sign classification by deep learning
- Petr Bambušek (2015) - Agent for playing Texas Hold’em poker
- Lukáš Machalík (2015) - Application for on-line tracking of racers during a race
- Jakub Hajič (2014) - Extracting Control Points from Image Pairs for Perspective Transformation
- Jiří Mareš (2012) - Classification of earth colours
- Hubert Kindermann (2011) - Character recognition of machine-written documents