Soundwave

Multimedia data are extremely valuable due to the amount of information they contain. At the same time, extracting information about the content of such data is very useful, yet very difficult and demanding in terms of computational time.

Extracting information is one of the main axes of our research. It is covered within two research programs – Soft Computing Methods with Applications for Supercomputers, and Recognition and Presentation of the Information from Multimedia Data.

The theme includes presenting the information that exists in the data, specialised algorithms for processing speech, images, video, 3D data, as well as structural and spatial data. With regards to data mining, formal languages and formal grammar is used, along with statistical techniques trained on huge data volumes and semantic web technologies.

This area also includes special mathematical methods that allow the use of inaccurate information. Such methods may be used when creating system models that are very close to reality. These models, also known as "fuzzy models", offer the following opportunities:

  • Control complex systems,
  • Make decisions with the use of multiple criteria that are not always quantifiable,
  • Optimise the bases of not always precisely specified information,
  • Analyse and prognosticate timelines (LFL Forecaster software is used),
  • Process images (compression, fusion, edge detection, reduction, etc.),
  • Recognise deformed symbols (letters, numerals),
  • Filter signals,
  • Search data for knowledge (LFL Miner software is used),
  • Solve differential equations, etc.

From our porfolio

 

Researchers’ Night at IT4Innovations (2017-10-06)
Invitation to Researchers’ Night at IT4Innovations – 2017/10/06 We invite you to the largest pan-European […]
6th Annual Conference of IT4Innovations and 1st Users Conference
6th Annual Conference of IT4Innovations and 1st Users Conference We would like to invite you […]
Invitation to the course Creating Robust Software for Better Scientific Outcome (2017-10-04 to 2017-10-05)
When: Wednesday October 4, 2017, 9.30am – Thursday October 5, 2017, 3.30pm Where: campus VŠB-TUO […]
Invitation to the seminar HPC for small and medium enterprises (2017-09-07)
Invitation to the seminar HPC for small and medium enterprises (7/9/2017) We would like to […]
Press Release: IT4Innovations will have a new Director
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