Thesis Details
Evoluční aproximace obrazových filtrů
This master's thesis introduces the areas of approximate computing, image filtering in hardware and evolutionary algorithms. It proposes a new design solution to the problem of the evolutionary approximation of median filters, where the objective is to reduce computational and implementation requirements and simultaneously minimize the error of filtering. Based on the gained knowledge and proposals, the necessary programs have been implemented. Experimental evaluation shows that the proposed method can provide good tradeoffs between the quality of filtering and the implementation cost for median filters.
Artificial intelligence, evolutionary design, image processing, digital systems, approximate computing, median filter.
Bartík Vladimír, Ing., Ph.D. (DIFS FIT BUT), člen
Pavlík Jan, Mgr., Ph.D. (DADM FME BUT), člen
Rogalewicz Adam, doc. Mgr., Ph.D. (DITS FIT BUT), člen
Ryšavý Ondřej, doc. Ing., Ph.D. (DIFS FIT BUT), člen
Zemčík Pavel, prof. Dr. Ing. (DCGM FIT BUT), člen
@mastersthesis{FITMT22128,
author = "Tom\'{a}\v{s} Foukal",
type = "Master's thesis",
title = "Evolu\v{c}n\'{i} aproximace obrazov\'{y}ch filtr\r{u}",
school = "Brno University of Technology, Faculty of Information Technology",
year = 2019,
location = "Brno, CZ",
language = "czech",
url = "https://www.fit.vut.cz/study/thesis/22128/"
}