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Institute of Information Theory and Automation
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Department of Image Processing
Deputy head:
Secretary:
Phone:
286581419
Publications ÚTIA:
list
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.
- 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
Department detail
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
- 2021
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
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Matematicko-fyzikální fakulta UK
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Fakulta jaderná a fyzikálně-inženýrská ČVUT
Matematicko-fyzikální fakulta UK
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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...