Thesis Details

Akcelerace zpracování 3D obrazových dat na GPU

Bachelor's Thesis Student: Jochlík Jakub Academic Year: 2016/2017 Supervisor: Španěl Michal, Ing., Ph.D.
English title
Acceleration of 3D Image Processing Using GPU
Language
Czech
Abstract

This thesis proposes a solution for acceleration of large 3D image data filtering  by using the compute power of graphic cards. This solution uses OpenCL platform to dedicate all necessary computation onto graphical core of the graphic card and furthermore optimize this process using on-board local memory. Design and implementation of the mentioned approach is mainly focused on Sobel Operator.

Keywords

Convolution, 3D, OpenCL, GPU, Convolution kernels, Acceleration, Separable filters

Department
Department of Computer Graphics and Multimedia FIT BUT
Degree Programme
Information Technology
Files
Status
defended, grade D
Date
14 June 2017
Reviewer
Klepárník Petr, Ing., Ph.D.
Committee
Herout Adam, prof. Ing., Ph.D. (DCGM FIT BUT), předseda
Češka Milan, doc. RNDr., Ph.D. (DITS FIT BUT), člen
Martínek Tomáš, doc. Ing., Ph.D. (DCSY FIT BUT), člen
Ryšavý Ondřej, doc. Ing., Ph.D. (DIFS FIT BUT), člen
Španěl Michal, Ing., Ph.D. (DCGM FIT BUT), člen
Citation
JOCHLÍK, Jakub. Akcelerace zpracování 3D obrazových dat na GPU. Brno, 2017. Bachelor's Thesis. Brno University of Technology, Faculty of Information Technology. 2017-06-14. Supervised by Španěl Michal. Available from: https://www.fit.vut.cz/study/thesis/20216/
BibTeX 
@bachelorsthesis{FITBT20216,
    author = "Jakub Jochl\'{i}k",
    type = "Bachelor's thesis",
    title = "Akcelerace zpracov\'{a}n\'{i} 3D obrazov\'{y}ch dat na GPU",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2017,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/20216/"
}

Theses

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