Institute of Information Theory and Automation

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Department of Image Processing

Publications ÚTIA: 
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The Department is involved in basic research in image processing and pictorial pattern recognition. Major application areas are biomedicine, remote sensing, astronomy, and art conservation.

Main scientific areas
  • Recognition of distorted images and patterns by invariant descriptors regardless of their actual position in the scene
  • Registration and fusion of several images of the same scene taken at different times, by different sensors and/or from different viewpoints in order to obtain information of higher quality
  • Theory of moment invariants, namely of rotation invariants, affine invariants and invariants to convolution
  • Restoration of degraded images, namely multichannel blind deconvolution, edgepreserving denoising, local contrast enhancement, and color transformations
  • Image forensics - detection of image forgeries
  • Cultural heritage applications - cooperation with art conservators in order to facilitate the conservation and material analysis work
2017-02-08 12:55

Department detail

Ing. Michal Bartoš Ph.D.
RNDr. Jan Blažek Ph.D.
Mgr. Adam Dominec
Ing. Šimon Greško
Ing. Vít Hanousek
Mgr. Adam Harmanec
Ing. Jan Havrlant Ph.D.
Ing. Jan Kamenický Ph.D.
Mgr. Tomáš Karella
Ing. Tomáš Kerepecký
Mgr. Jaroslav Knotek
Ing. Václav Košík
RNDr. Jan Kotera Ph.D.
RNDr. Zuzana Kovaříková
RNDr. Matěj Lébl
Ing. Babak Mahdian Ph.D.
Ing. Adam Novozámský Ph.D.
Ing. Stanislav Saic CSc.
Dr. Ing. Jan Schier
RNDr. Michal Šorel Ph.D.
Dr. Ing. Lubomír Soukup
Doc. Ing. Filip Šroubek Ph.D. DSc.
Ing. Tomáš Suk Ph.D. DSc.
Jana Švarcová
Ing. Milan Talich Ph.D.
Doc. RNDr. Barbara Zitová Ph.D.
Duration: 2022 - 2025
At a time of cloud computing and cyber-physical systems like computer-assisted driving, software complexity is growing faster than the rate of improvement in related quality assurance techniques. The ERC-funded VAMOS project will develop monitoring software to identify potential vulnerabilities, errors, and unfair decisions at runtime.
Duration: 2022 - 2025
The project addresses AI forensic data mining - a new SW platform for detecting objects of interest based on complex spatio-temporal relationships with object attributes and indexed relationships. It will enable AI training directly in the forensic environment using semi-automatic and weakly supervised learning.The lack and accessibility of training data will be considered.
Duration: 2021 - 2023
The project aims at developing a conceptually novel approach to inverse problems by proposing a unified theory of invariants to integral transformations using projection operators, and applying it to image restoration and classification problems in biomedical imaging and robotics.
Duration: 2020 - 2021
Řešení automatické analýzy spadu v úlech za účelem detekce Varroa pomocí metod digitálního zpracování obrazu
Duration: 2020 - 2022
The main objective of the project is to develop a dairy cow health control system, the ultimate goal of which would be to significantly reduce the use of antibiotics in the treatment and prevention of infectious mammary gland inflammation. Sub-goals: - Design a system of continuous microbiological diagnostics on dairy farms - Monitor the health and economic benefits of consistently applyi
Mgr. Adam Harmanec
Mgr. Tomáš Karella
Ing. Tomáš Kerepecký
Mgr. Jaroslav Knotek
Ing. Václav Košík
RNDr. Zuzana Kovaříková
RNDr. Matěj Lébl
Multi-source data analysis Workshop 2019 , 2019-11-25
Data fusion – Multimodal datasets - Industry & Medicine & Art. This workshop will bring together researchers both on a national and international level to exchange ideas, encourage collaborations and present cutting-edge research....
Winter school of image processing 2014 , 2014-01-22
The Winter School of Image Processing is a popular meeting point of students and researchers involved in image processing research. 22.1. - 26.1. 2014, Mariánská
Spring school of image processing 2012 , 2012-06-04
The Spring School of Image Processing is a popular meeting point of students and researchers from several Czech institutions involved in image processing research as well as guests from abroad. The program of the 2012nd edition of the...